Go is played on a grid of black lines (usually 19×19). Game pieces, called stones, are played on the lines' intersections.
|Years active||prior to Zhou dynasty (1046–256 BC) to present|
Board game |
Abstract strategy game
Casual: 20–90 minutes|
Tournament: 1–6 hours[a]
|Skill(s) required||Strategy, tactics, observation|
Igo / Paduk
|a Some professional games exceed 16 hours and are played in sessions spread over two days.|
|Literal meaning||"encirclement board game"|
|Part of a series on|
|History and culture|
|Players and organizations|
|Computers and mathematics|
Go is an abstract strategy board game for two players, in which the aim is to surround more territory than the opponent. The game was invented in China more than 2,500 years ago and is believed to be the oldest board game continuously played to the present day. As of mid-2008, there were well over 40 million Go players worldwide, the majority of them living in East Asia. As of December 2015, the International Go Federation has a total of 75 member countries and four Association Membership organizations in multiple countries.
Despite its relatively simple rules, Go is very complex. Compared to chess, Go has both a larger board with more scope for play and longer games, and, on average, many more alternatives to consider per move. The lower bound on the number of legal board positions in Go has been estimated to be 2 x 10170. In a simple and anecdotal way of explaining of the rules of Go, a teacher simply says to a student "you may place your stone (playing piece) on any point on the board, but if I surround that stone, I may remove it."
Go was considered one of the four essential arts of the cultured aristocratic Chinese scholars in antiquity. The earliest written reference to the game is generally recognized as the historical annal Zuo Zhuan (c. 4th century BC).
The playing pieces are called "stones". One player uses the white stones and the other, black. The players take turns placing the stones on the vacant intersections ("points") of a board with a 19×19 grid of lines. Beginners often play on smaller 9×9 and 13×13 boards, and archaeological evidence shows that the game was played in earlier centuries on a board with a 17×17 grid. However, boards with a 19×19 grid had become standard by the time the game had reached Korea in the 5th century CE and later Japan in the 7th century CE.
Once placed on the board, stones may not be moved, but stones are removed from the board when "captured". Capture happens when a stone or group of stones is surrounded by opposing stones on all orthogonally-adjacent points. The game proceeds until neither player wishes to make another move; the game has no set ending conditions beyond this. When a game concludes, the territory is counted along with captured stones and komi (points added to the score of the player with the white stones as compensation for playing second, which is normally either 6.5 or 7.5 depending on the rule-set being used) to determine the winner. Games may also be terminated by resignation.
The word "Go" is derived from the full Japanese name igo, which is derived from its Chinese name weiqi (Middle Chinese "hjwɨj-gi"), which roughly translates as "board game of surrounding" or "encircling game". To differentiate the game from the common English verb to go, "g" is often capitalized, or, in events sponsored by the Ing Chang-ki Foundation, it is spelled "goe".
The Korean word baduk derives from the Middle Korean word Badok, the origin of which is controversial; the more plausible etymologies include the suffix "-ok" added to "Bad" creating the meaning "flat and wide board", or the joining of "Bad", meaning "field", and "Dok", meaning "stone". Less plausible etymologies include a derivation of "Badukdok", referring to the playing pieces of the game, or a derivation from Chinese 排子, meaning "to arrange pieces".
Go is an adversarial game with the objective of surrounding a larger total area of the board with one's stones than the opponent. As the game progresses, the players position stones on the board to map out formations and potential territories. Contests between opposing formations are often extremely complex and may result in the expansion, reduction, or wholesale capture and loss of formation stones.
A basic principle of Go is that a group of stones must have at least one "liberty" to remain on the board. A "liberty" is an open "point" (intersection) bordering the group. An enclosed liberty (or liberties) is called an "eye", and a group of stones with two or more eyes is said to be unconditionally "alive". Such groups cannot be captured, even if surrounded. A group with one eye or no eyes is "dead" and cannot resist eventual capture.
The general strategy is to expand one's territory, attack the opponent's weak groups (groups that can be killed), and always stay mindful of the "life status" of one's own groups. The liberties of groups are countable. Situations where mutually opposing groups must capture each other or die are called capturing races, or semeai. In a capturing race, the group with more liberties (and/or better "shape") will ultimately be able to capture the opponent's stones. Capturing races and the elements of life or death are the primary challenges of Go.
A player may pass on determining that the game offers no further opportunities for profitable play. The game ends when both players pass, and is then scored. For each player, the number of captured stones is subtracted from the number of controlled (surrounded) points in "liberties" or "eyes", and the player with the greater score wins the game. Games may also be won by resignation of the opponent.
In the opening stages of the game, players typically establish positions (or "bases") in the corners and around the sides of the board. These bases help to quickly develop strong shapes which have many options for life (self-viability for a group of stones that prevents capture) and establish formations for potential territory. Players usually start in the corners because establishing territory is easier with the aid of two edges of the board. Established corner opening sequences are called "joseki" and are often studied independently.
"Dame" are points that lie in between the boundary walls of black and white, and as such are considered to be of no value to either side. "Seki" are mutually alive pairs of white and black groups where neither has two eyes. A "ko" (Chinese and Japanese: 劫) is a repeated-position shape that may be contested by making forcing moves elsewhere. After the forcing move is played, the ko may be "taken back" and returned to its original position. Some "ko fights" may be important and decide the life of a large group, while others may be worth just one or two points. Some ko fights are referred to as "picnic kos" when only one side has a lot to lose. The Japanese call it a hanami (flower-viewing) ko.
Playing with others usually requires a knowledge of each player's strength, indicated by the player's rank (increasing from 30 kyu to 1 kyu, then 1 dan to 6 dan, then 1 dan pro to 9 dan pro). A difference in rank may be compensated by a handicap—Black is allowed to place two or more stones on the board to compensate for White's greater strength. There are different rule-sets (Japanese, Chinese, AGA, etc.), which are almost entirely equivalent, except for certain special-case positions.
Aside from the order of play (alternating moves, Black moves first or takes a handicap) and scoring rules, there are essentially only two rules in Go:
- Rule 1 (the rule of liberty) states that every stone remaining on the board must have at least one open "point" (an intersection, called a "liberty") directly orthogonally adjacent (up, down, left, or right), or must be part of a connected group that has at least one such open point ("liberty") next to it. Stones or groups of stones which lose their last liberty are removed from the board.
- Rule 2 (the "ko rule") states that the stones on the board must never repeat a previous position of stones. Moves which would do so are forbidden, and thus only moves elsewhere on the board are permitted that turn.
Almost all other information about how the game is played is a heuristic, meaning it is learned information about how the game is played, rather than a rule. Other rules are specialized, as they come about through different rule-sets, but the above two rules cover almost all of any played game.
Although there are some minor differences between rule-sets used in different countries, most notably in Chinese and Japanese scoring rules, these differences do not greatly affect the tactics and strategy of the game.
Except where noted, the basic rules presented here are valid independent of the scoring rules used. The scoring rules are explained separately. Go terms for which there are no ready English equivalent are commonly called by their Japanese names.
Two players, Black and White, take turns placing a stone (game piece) of their own color on a vacant point (intersection) of the grid on a Go board. Black plays first. If there is a large difference in skill between the players, the weaker player typically uses Black and is allowed to place two or more stones on the board to compensate for the difference (see Go handicaps). The official grid comprises 19×19 lines, though the rules can be applied to any grid size. 13×13 and 9×9 boards are popular choices to teach beginners, or for playing quick games. Once placed, a stone may not be moved to a different point.
Vertically and horizontally adjacent stones of the same color form a chain (also called a string or group) that cannot subsequently be subdivided and, in effect, becomes a single larger stone. Only stones immediately connected to one another by the lines on the board create a chain; stones that are diagonally adjacent are not connected. Chains may be expanded by placing additional stones on adjacent intersections, and can be connected together by placing a stone on an intersection that is adjacent to two or more chains of the same color.
A vacant point adjacent to a stone is called a liberty for that stone. Stones in a chain share their liberties. A chain of stones must have at least one liberty to remain on the board. When a chain is surrounded by opposing stones so that it has no liberties, it is captured and removed from the board.
Players are not allowed to make a move that returns the game to the previous position. This rule, called the ko rule, prevents unending repetition. As shown in the example pictured: Black has just played the stone marked 1, capturing a white stone at the intersection marked with the red circle. If White were allowed to play on the marked intersection, that move would capture the black stone marked 1 and recreate the situation before Black made the move marked 1. Allowing this could result in an unending cycle of captures by both players. The ko rule therefore prohibits White from playing at the marked intersection immediately. Instead White must play elsewhere, or pass; Black can then end the ko by filling at the marked intersection, creating a five-stone black chain. If White wants to continue the ko (that specific repeating position), White tries to find a play elsewhere on the board that Black must answer; if Black answers, then White can retake the ko. A repetition of such exchanges is called a ko fight.
While the various rule-sets agree on the ko rule prohibiting returning the board to an immediately previous position, they deal in different ways with the relatively uncommon situation in which a player might recreate a past position that is further removed. See Rules of Go: Repetition for further information.
A player may not place a stone such that it or its group immediately has no liberties, unless doing so immediately deprives an enemy group of its final liberty. In the latter case, the enemy group is captured, leaving the new stone with at least one liberty. This rule is responsible for the all-important difference between one and two eyes: if a group with only one eye is fully surrounded on the outside, it can be killed with a stone placed in its single eye.
The Ing and New Zealand rules do not have this rule, and there a player might destroy one of its own groups—"commit suicide". This play would only be useful in a limited set of situations involving a small interior space. In the example at right, it may be useful as a ko threat.
Because Black has the advantage of playing the first move, the idea of awarding White some compensation came into being during the 20th century. This is called komi, which gives white a 6.5-point compensation under Japanese rules (number of points varies by rule set). Under handicap play, White receives only a 0.5-point komi, to break a possible tie ("jigo").
Two general types of scoring system are used, and players determine which to use before play. Both systems almost always give the same result. Territory scoring counts the number of empty points a player's stones surround, together with the number of stones the player captured. Area scoring counts the number of points a player's stones occupy and surround. It is associated with contemporary Chinese play and was probably established there during the Ming Dynasty in the 15th or 16th century.
After both players have passed consecutively, the stones that are still on the board but unable to avoid capture, called dead stones, are removed.
Area scoring (including Chinese): A player's score is the number of stones that the player has on the board, plus the number of empty intersections surrounded by that player's stones.
Territory scoring (including Japanese and Korean): In the course of the game, each player retains the stones they capture, termed prisoners. Any dead stones removed at the end of the game become prisoners. The score is the number of empty points enclosed by a player's stones, plus the number of prisoners captured by that player.
If there is disagreement about which stones are dead, then under area scoring rules, the players simply resume play to resolve the matter. The score is computed using the position after the next time the players pass consecutively. Under territory scoring, the rules are considerably more complex; however, in practice, players generally play on, and, once the status of each stone has been determined, return to the position at the time the first two consecutive passes occurred and remove the dead stones. For further information, see Rules of Go.
Given that the number of stones a player has on the board is directly related to the number of prisoners their opponent has taken, the resulting net score, that is the difference between Black's and White's scores, is identical under both rulesets (unless the players have passed different numbers of times during the course of the game). Thus, the net result given by the two scoring systems rarely differs by more than a point.
Life and death
While not actually mentioned in the rules of Go (at least in simpler rule sets, such as those of New Zealand and the U.S.), the concept of a living group of stones is necessary for a practical understanding of the game.
When a group of stones is mostly surrounded and has no options to connect with friendly stones elsewhere, the status of the group is either alive, dead or unsettled. A group of stones is said to be alive if it cannot be captured, even if the opponent is allowed to move first. Conversely, a group of stones is said to be dead if it cannot avoid capture, even if the owner of the group is allowed the first move. Otherwise, the group is said to be unsettled: the defending player can make it alive or the opponent can kill it, depending on who gets to play first.
An "eye" is an empty point or group of points surrounded by one player's stones. If the eye is surrounded by Black stones, White cannot play there unless such a play would take Black's last liberty and capture the Black stones. (Such a move is forbidden according to the "suicide rule" in most rule sets, but even if not forbidden, such a move would be a useless suicide of a White stone.)
If a Black group has two eyes, White can never capture it because White cannot remove both liberties simultaneously. If Black has only one eye, White can capture the Black group by playing in the single eye, removing Black's last liberty. Such a move is not suicide because the Black stones are removed first. In the "Examples of eyes" diagram, all the circled points are eyes. The two black groups in the upper corners are alive, as both have at least two eyes. The groups in the lower corners are dead, as both have only one eye. The group in the lower left may seem to have two eyes, but the surrounded empty point marked a is not actually an eye. White can play there and take a black stone. Such a point is often called a false eye.
Seki (mutual life)
There is an exception to the requirement that a group must have two eyes to be alive, a situation called seki (or mutual life). Where different colored groups are adjacent and share liberties, the situation may reach a position when neither player wants to move first, because doing so would allow the opponent to capture; in such situations therefore both players' stones remain on the board in mutual life or "seki". Neither player receives any points for those groups, but at least those groups themselves remain living, as opposed to being captured.
Seki can occur in many ways. The simplest are:
- each player has a group without eyes and they share two liberties, and
- each player has a group with one eye and they share one more liberty.
In the "Example of seki (mutual life)" diagram, the circled points are liberties shared by both a black and a white group. Neither player wants to play on a circled point, because doing so would allow the opponent to capture. All the other groups in this example, both black and white, are alive with at least two eyes. Seki can result from an attempt by one player to invade and kill a nearly settled group of the other player.
In Go, tactics deal with immediate fighting between stones, capturing and saving stones, life, death and other issues localized to a specific part of the board. Larger issues, not limited to only part of the board, are referred to as strategy, and are covered in their own section.
There are several tactical constructs aimed at capturing stones. These are among the first things a player learns after understanding the rules. Recognizing the possibility that stones can be captured using these techniques is an important step forward.
The most basic technique is the ladder. To capture stones in a ladder, a player uses a constant series of capture threats—called atari—to force the opponent into a zigzag pattern as shown in the adjacent diagram. Unless the pattern runs into friendly stones along the way, the stones in the ladder cannot avoid capture. Experienced players recognize the futility of continuing the pattern and play elsewhere. The presence of a ladder on the board does give a player the option to play a stone in the path of the ladder, thereby threatening to rescue their stones, forcing a response. Such a move is called a ladder breaker and may be a powerful strategic move. In the diagram, Black has the option of playing a ladder breaker.
Another technique to capture stones is the so-called net, also known by its Japanese name, geta. This refers to a move that loosely surrounds some stones, preventing their escape in all directions. An example is given in the adjacent diagram. It is generally better to capture stones in a net than in a ladder, because a net does not depend on the condition that there are no opposing stones in the way, nor does it allow the opponent to play a strategic ladder breaker.
A third technique to capture stones is the snapback. In a snapback, one player allows a single stone to be captured, then immediately plays on the point formerly occupied by that stone; by so doing, the player captures a larger group of their opponent's stones, in effect snapping back at those stones. An example can be seen on the right. As with the ladder, an experienced player does not play out such a sequence, recognizing the futility of capturing only to be captured back immediately.
One of the most important skills required for strong tactical play is the ability to read ahead. Reading ahead includes considering available moves to play, the possible responses to each move, and the subsequent possibilities after each of those responses. Some of the strongest players of the game can read up to 40 moves ahead even in complicated positions.
As explained in the scoring rules, some stone formations can never be captured and are said to be alive, while other stones may be in the position where they cannot avoid being captured and are said to be dead. Much of the practice material available to players of the game comes in the form of life and death problems, also known as tsumego. In such problems, players are challenged to find the vital move sequence that kills a group of the opponent or saves a group of their own. Tsumego are considered an excellent way to train a player's ability at reading ahead, and are available for all skill levels, some posing a challenge even to top players.
In situations when the Ko rule applies, a ko fight may occur. If the player who is prohibited from capture is of the opinion that the capture is important, because it prevents a large group of stones from being captured for instance, the player may play a ko threat. This is a move elsewhere on the board that threatens to make a large profit if the opponent does not respond. If the opponent does respond to the ko threat, the situation on the board has changed, and the prohibition on capturing the ko no longer applies. Thus the player who made the ko threat may now recapture the ko. Their opponent is then in the same situation and can either play a ko threat as well, or concede the ko by simply playing elsewhere. If a player concedes the ko, either because they do not think it important or because there are no moves left that could function as a ko threat, they have lost the ko, and their opponent may connect the ko.
Instead of responding to a ko threat, a player may also choose to ignore the threat and connect the ko. They thereby win the ko, but at a cost. The choice of when to respond to a threat and when to ignore it is a subtle one, which requires a player to consider many factors, including how much is gained by connecting, how much is lost by not responding, how many possible ko threats both players have remaining, what the optimal order of playing them is, and what the size—points lost or gained—of each of the remaining threats is.
Frequently, the winner of the ko fight does not connect the ko but instead captures one of the chains that constituted their opponent's side of the ko. In some cases, this leads to another ko fight at a neighboring location.
Strategy deals with global influence, interaction between distant stones, keeping the whole board in mind during local fights, and other issues that involve the overall game. It is therefore possible to allow a tactical loss when it confers a strategic advantage.
Novices often start by randomly placing stones on the board, as if it were a game of chance. An understanding of how stones connect for greater power develops, and then a few basic common opening sequences may be understood. Learning the ways of life and death helps in a fundamental way to develop one's strategic understanding of weak groups. A player who both plays aggressively and can handle adversity is said to display kiai, or fighting spirit, in the game.
Basic strategic aspects include the following:
- Connection: Keeping one's own stones connected means that fewer groups need to make living shape, and one has fewer groups to defend.
- Cut: Keeping opposing stones disconnected means that the opponent needs to defend and make living shape for more groups.
- Stay alive: The simplest way to stay alive is to establish a foothold in the corner or along one of the sides. At a minimum, a group must have two eyes (separate open points) to be "alive". An opponent cannot fill in either eye, as any such move is suicidal and prohibited in the rules.
- Mutual life (seki) is better than dying: A situation in which neither player can play on a particular point without then allowing the other player to play at another point to capture. The most common example is that of adjacent groups that share their last few liberties—if either player plays in the shared liberties, they can reduce their own group to a single liberty (putting themselves in atari), allowing their opponent to capture it on the next move.
- Death: A group that lacks living shape is eventually removed from the board as captured.
- Invasion: Set up a new living group inside an area where the opponent has greater influence, means one reduces the opponent's score in proportion to the area one occupies.
- Reduction: Placing a stone far enough into the opponent's area of influence to reduce the amount of territory they eventually get, but not so far in that it can be cut off from friendly stones outside.
- Sente: A play that forces one's opponent to respond (gote). A player who can regularly play sente has the initiative and can control the flow of the game.
- Sacrifice: Allowing a group to die in order to carry out a play, or plan, in a more important area.
The strategy involved can become very abstract and complex. High-level players spend years improving their understanding of strategy, and a novice may play many hundreds of games against opponents before being able to win regularly.
In the opening of the game, players usually play in the corners of the board first, as the presence of two edges makes it easier for them to surround territory and establish their stones. After the corners, focus moves to the sides, where there is still one edge to support a player's stones. Opening moves are generally on the third and fourth line from the edge, with occasional moves on the second and fifth lines. In general, stones on the third line offer stability and are good defensive moves, whereas stones on the fourth line influence more of the board and are good attacking moves. The opening is the most difficult part of the game for professional players and takes a disproportionate amount of the playing time.
In the opening, players often play established sequences called joseki, which are locally balanced exchanges; however, the joseki chosen should also produce a satisfactory result on a global scale. It is generally advisable to keep a balance between territory and influence. Which of these gets precedence is often a matter of individual taste.
Middle phase and endgame
The middle phase of the game is the most combative, and usually lasts for more than 100 moves. During the middlegame, the players invade each other's territories, and attack formations that lack the necessary two eyes for viability. Such groups may be saved or sacrificed for something more significant on the board. It is possible that one player may succeed in capturing a large weak group of the opponent's, which often proves decisive and ends the game by a resignation. However, matters may be more complex yet, with major trade-offs, apparently dead groups reviving, and skillful play to attack in such a way as to construct territories rather than kill.
The end of the middlegame and transition to the endgame is marked by a few features. The game breaks up into areas that do not affect each other (with a caveat about ko fights), where before the central area of the board related to all parts of it. No large weak groups are still in serious danger. Moves can reasonably be attributed some definite value, such as 20 points or fewer, rather than simply being necessary to compete. Both players set limited objectives in their plans, in making or destroying territory, capturing or saving stones. These changing aspects of the game usually occur at much the same time, for strong players. In brief, the middlegame switches into the endgame when the concepts of strategy and influence need reassessment in terms of concrete final results on the board.
|Literal meaning||surround game|
|Kanji||碁, 囲碁 ("surround game")|
Origin in China
The earliest written reference to the game is generally recognized as the historical annal Zuo Zhuan (c. 4th century BC), referring to a historical event of 548 BC. It is also mentioned in Book XVII of the Analects of Confucius and in two books written by Mencius (c. 3rd century BC). In all of these works, the game is referred to as yì (弈). Today, in China, it is known as weiqi (simplified Chinese: 围棋; traditional Chinese: 圍棋; pinyin:
Go was originally played on a 17×17 line grid, but a 19×19 grid became standard by the time of the Tang Dynasty (618–907). Legends trace the origin of the game to the mythical Chinese emperor Yao (2337–2258 BC), who was said to have had his counselor Shun design it for his unruly son, Danzhu, to favorably influence him. Other theories suggest that the game was derived from Chinese tribal warlords and generals, who used pieces of stone to map out attacking positions.
Spread to Korea and Japan
Weiqi was introduced to Korea sometime between the 5th and 7th centuries CE, and was popular among the higher classes. In Korea, the game is called baduk (hangul: 바둑), and a variant of the game called Sunjang baduk was developed by the 16th century. Sunjang baduk became the main variant played in Korea until the end of the 19th century, when the current version was reintroduced from Japan.
The game reached Japan in the 7th century CE—where it is called go (碁) or igo (囲碁)—the game became popular at the Japanese imperial court in the 8th century, and among the general public by the 13th century. The modern version of the game as we know it today was formalized in Japan in the 15th century. In 1603, Tokugawa Ieyasu re-established Japan's unified national government. In the same year, he assigned the then-best player in Japan, a Buddhist monk named Nikkai (né Kanō Yosaburo, 1559), to the post of Godokoro (Minister of Go).
Nikkai took the name Hon'inbō Sansa and founded the Hon'inbō Go school. Several competing schools were founded soon after. These officially recognized and subsidized Go schools greatly developed the level of play and introduced the dan/kyu style system of ranking players. Players from the four schools (Hon'inbō, Yasui, Inoue and Hayashi) competed in the annual castle games, played in the presence of the shōgun.
Despite its widespread popularity in East Asia, Go has been slow to spread to the rest of the world. Although there are some mentions of the game in western literature from the 16th century forward, Go did not start to become popular in the West until the end of the 19th century, when German scientist Oskar Korschelt wrote a treatise on the ancient Han Chinese game. By the early 20th century, Go had spread throughout the German and Austro-Hungarian empires. In 1905, Edward Lasker learned the game while in Berlin. When he moved to New York, Lasker founded the New York Go Club together with (amongst others) Arthur Smith, who had learned of the game in Japan while touring the East and had published the book The Game of Go in 1908. Lasker's book Go and Go-moku (1934) helped spread the game throughout the U.S., and in 1935, the American Go Association was formed. Two years later, in 1937, the German Go Association was founded.
World War II put a stop to most Go activity, since it was a game coming from Japan, but after the war, Go continued to spread. For most of the 20th century, the Japan Go Association (Nihon Ki-in) played a leading role in spreading Go outside East Asia by publishing the English-language magazine Go Review in the 1960s, establishing Go centers in the U.S., Europe and South America, and often sending professional teachers on tour to Western nations. Internationally, the game had been commonly known since the start of the twentieth century by its shortened Japanese name, and terms for common Go concepts are derived from their Japanese pronunciation.
In 1996, NASA astronaut Daniel Barry and Japanese astronaut Koichi Wakata became the first people to play Go in space. They used a special Go set, which was named Go Space, designed by Wai-Cheung Willson Chow. Both astronauts were awarded honorary dan ranks by the Nihon Ki-in.
Ranks and ratings
In Go, rank indicates a player's skill in the game. Traditionally, ranks are measured using kyu and dan grades, a system also adopted by many martial arts. More recently, mathematical rating systems similar to the Elo rating system have been introduced. Such rating systems often provide a mechanism for converting a rating to a kyu or dan grade. Kyu grades (abbreviated k) are considered student grades and decrease as playing level increases, meaning 1st kyu is the strongest available kyu grade. Dan grades (abbreviated d) are considered master grades, and increase from 1st dan to 7th dan. First dan equals a black belt in eastern martial arts using this system. The difference among each amateur rank is one handicap stone. For example, if a 5k plays a game with a 1k, the 5k would need a handicap of four stones to even the odds. Top-level amateur players sometimes defeat professionals in tournament play. Professional players have professional dan ranks (abbreviated p). These ranks are separate from amateur ranks.
The rank system comprises, from the lowest to highest ranks:
|Double-digit kyu||20–10k||Casual player|
|Single-digit kyu||9–1k||Intermediate/club player|
|Amateur dan||1–7d (where 8d is a special title)||Advanced player|
|Professional dan||1–9p (where 10p is a special title)||Professionals|
Tournament and match rules
Tournament and match rules deal with factors that may influence the game but are not part of the actual rules of play. Such rules may differ between events. Rules that influence the game include: the setting of compensation points (komi), handicap, and time control parameters. Rules that do not generally influence the game are: the tournament system, pairing strategies, and placement criteria.
Common tournament systems used in Go include the McMahon system, Swiss system, league systems and the knockout system. Tournaments may combine multiple systems; many professional Go tournaments use a combination of the league and knockout systems.
Tournament rules may also set the following:
- compensation points, called komi, which compensate the second player for the first move advantage of his opponent; tournaments commonly use a compensation in the range of 5–8 points, generally including a half-point to prevent draws;
- handicap stones placed on the board before alternate play, allowing players of different strengths to play competitively (see Go handicap for more information); and
- superko: Although the basic ko rule described above covers more than 95% of all cycles occurring in games, there are some complex situations—triple ko, eternal life, etc.—that are not covered by it but would allow the game to cycle indefinitely. To prevent this, the ko rule is sometimes extended to forbid the repetition of any previous position. This extension is called superko.
A game of Go may be timed using a game clock. Formal time controls were introduced into the professional game during the 1920s and were controversial. Adjournments and sealed moves began to be regulated in the 1930s. Go tournaments use a number of different time control systems. All common systems envisage a single main period of time for each player for the game, but they vary on the protocols for continuation (in overtime) after a player has finished that time allowance. The most widely used time control system is the so-called byoyomi system. The top professional Go matches have timekeepers so that the players do not have to press their own clocks.
- Standard byoyomi: After the main time is depleted, a player has a certain number of time periods (typically around thirty seconds). After each move, the number of full-time periods that the player took (often zero) is subtracted. For example, if a player has three thirty-second time periods and takes thirty or more (but less than sixty) seconds to make a move, they lose one time period. With 60–89 seconds, they lose two time periods, and so on. If, however, they take less than thirty seconds, the timer simply resets without subtracting any periods. Using up the last period means that the player has lost on time.
- Canadian byoyomi: After using all of their main time, a player must make a certain number of moves within a certain period of time, such as twenty moves within five minutes. If the time period expires without the required number of stones having been played, then the player has lost on time.
Notation and recording games
Go games are recorded with a simple coordinate system. This is comparable to algebraic chess notation, except that Go stones do not move and thus require only one coordinate per turn. Coordinate systems include purely numerical (4-4 point), hybrid (K3), and purely alphabetical. The Smart Game Format uses alphabetical coordinates internally, but most editors represent the board with hybrid coordinates as this reduces confusion. The Japanese word kifu is sometimes used to refer to a game record.
In Unicode, Go stones are encoded in the block Miscellaneous Symbols:
Top players and professional go
A Go professional is a professional player of the game of Go. There are six areas with professional go associations, these are: China (China Qiyuan), Japan (Nihon Ki-in, Kansai Ki-in), South Korea (Korea Baduk Association), Taiwan (Taiwan Chi Yuan Culture Foundation), the United States (AGA Professional System) and Europe (European Professional System).
Although the game was developed in China, the establishment of the Four Go houses by Tokugawa Ieyasu at the start of the 17th century shifted the focus of the Go world to Japan. State sponsorship, allowing players to dedicate themselves full-time to study of the game, and fierce competition between individual houses resulted in a significant increase in the level of play. During this period, the best player of his generation was given the prestigious title Meijin (master) and the post of Godokoro (minister of Go). Of special note are the players who were dubbed Kisei (Go Sage). The only three players to receive this honor were Dōsaku, Jōwa and Shūsaku, all of the house Hon'inbō.
After the end of the Tokugawa shogunate and the Meiji Restoration period, the Go houses slowly disappeared, and in 1924, the Nihon Ki-in (Japanese Go Association) was formed. Top players from this period often played newspaper-sponsored matches of 2–10 games. Of special note are the (Chinese-born) player Go Seigen (Chinese: Wu Qingyuan), who scored 80% in these matches and beat down most of his opponents to inferior handicaps), and Minoru Kitani, who dominated matches in the early 1930s. These two players are also recognized for their groundbreaking work on new opening theory (Shinfuseki).
For much of the 20th century, Go continued to be dominated by players trained in Japan. Notable names included Eio Sakata, Rin Kaiho (born in China), Masao Kato, Koichi Kobayashi and Cho Chikun (born Cho Ch'i-hun, from South Korea). Top Chinese and Korean talents often moved to Japan, because the level of play there was high and funding was more lavish. One of the first Korean players to do so was Cho Namchul, who studied in the Kitani Dojo 1937–1944. After his return to Korea, the Hanguk Kiwon (Korea Baduk Association) was formed and caused the level of play in South Korea to rise significantly in the second half of the 20th century. In China, the game declined during the Cultural Revolution (1966–1976) but quickly recovered in the last quarter of the 20th century, bringing Chinese players, such as Nie Weiping and Ma Xiaochun, on par with their Japanese and South Korean counterparts. The Chinese Weiqi Association (today part of the China Qiyuan) was established in 1962, professional dan grades started being issued in 1982. Western professional go began in 2012 with the American Go Association's Professional System. In 2014, the European Go Federation followed suit and started their professional system.
With the advent of major international titles from 1989 onward, it became possible to compare the level of players from different countries more accurately. Cho Hunhyun of South Korea won the first edition of the Quadrennial Ing Cup in 1989. His disciple Lee Chang-ho was the dominant player in international Go competitions for more than a decade spanning much of 1990s and early 2000s; he is also credited with groundbreaking works on the endgame. Cho, Lee and other South Korean players such as Seo Bong-soo, Yoo Changhyuk and Lee Sedol between them won majority of international titles in this period. Several Chinese players also rose to the top in international Go from 2000s, most notably Ma Xiaochun, Chang Hao, Gu Li and Ke Jie. As of 2016, Japan lags behind in the international Go scene.
Historically, as with most sports and games, more men than women have played Go. Special tournaments for women exist, but until recently, men and women did not compete together at the highest levels; however, the creation of new, open tournaments and the rise of strong female players, most notably Rui Naiwei, have in recent years highlighted the strength and competitiveness of emerging female players.
The level in other countries has traditionally been much lower, except for some players who had preparatory professional training in East Asia. Knowledge of the game has been scant elsewhere up until the 20th century. A famous player of the 1920s was Edward Lasker. It was not until the 1950s that more than a few Western players took up the game as other than a passing interest. In 1978, Manfred Wimmer became the first Westerner to receive a professional player's certificate from an East Asian professional Go association. In 2000, American Michael Redmond became the first Western player to achieve a 9 dan rank.
It is possible to play Go with a simple paper board and coins or plastic tokens for the stones. More popular midrange equipment includes cardstock, a laminated particle board, or wood boards with stones of plastic or glass. More expensive traditional materials are still used by many players. The most expensive Go sets have black stones carved from slate and white stones carved from translucent white shells, played on boards carved in a single piece from the trunk of a tree.
The Go board (generally referred to by its Japanese name goban 碁盤) typically measures between 45 and 48 cm (18 and 19 in) in length (from one player's side to the other) and 42 to 44 cm (~17in) in width. Chinese boards are slightly larger, as a traditional Chinese Go stone is slightly larger to match. The board is not square; there is a 15:14 ratio in length to width, because with a perfectly square board, from the player's viewing angle the perspective creates a foreshortening of the board. The added length compensates for this. There are two main types of boards: a table board similar in most respects to other gameboards like that used for chess, and a floor board, which is its own free-standing table and at which the players sit.
The traditional Japanese goban is between 10 and 18 cm (3.9 and 7.1 in) thick and has legs; it sits on the floor (see picture). It is preferably made from the rare golden-tinged Kaya tree (Torreya nucifera), with the very best made from Kaya trees up to 700 years old. More recently, the related California Torreya (Torreya californica) has been prized for its light color and pale rings as well as its reduced expense and more readily available stock. The natural resources of Japan have been unable to keep up with the enormous demand for the slow-growing Kaya trees; both T. nucifera and T. californica take many hundreds of years to grow to the necessary size, and they are now extremely rare, raising the price of such equipment tremendously. As Kaya trees are a protected species in Japan, they cannot be harvested until they have died. Thus, an old-growth, floor-standing Kaya goban can easily cost in excess of $10,000 with the highest-quality examples costing more than $60,000.
Other, less expensive woods often used to make quality table boards in both Chinese and Japanese dimensions include Hiba (Thujopsis dolabrata), Katsura (Cercidiphyllum japonicum), Kauri (Agathis), and Shin Kaya (various varieties of spruce, commonly from Alaska, Siberia and China's Yunnan Province). So-called Shin Kaya is a potentially confusing merchant's term: shin means "new", and thus shin kaya is best translated "faux kaya", because the woods so described are biologically unrelated to Kaya.
A full set of Go stones (goishi) usually contains 181 black stones and 180 white ones; a 19×19 grid has 361 points, so there are enough stones to cover the board, and Black gets the extra odd stone because that player goes first.
Traditional Japanese stones are double-convex, and made of clamshell (white) and slate (black). The classic slate is nachiguro stone mined in Wakayama Prefecture and the clamshell from the Hamaguri clam; however, due to a scarcity in the Japanese supply of this clam, the stones are most often made of shells harvested from Mexico. Historically, the most prized stones were made of jade, often given to the reigning emperor as a gift.
In China, the game is traditionally played with single-convex stones made of a composite called Yunzi. The material comes from Yunnan Province and is made by sintering a proprietary and trade-secret mixture of mineral compounds derived from the local stone. This process dates to the Tang Dynasty and, after the knowledge was lost in the 1920s during the Chinese Civil War, was rediscovered in the 1960s by the now state-run Yunzi company. The material is praised for its colors, its pleasing sound as compared to glass or to synthetics such as melamine, and its lower cost as opposed to other materials such as slate/shell. The term "yunzi" can also refer to a single-convex stone made of any material; however, most English-language Go suppliers specify Yunzi as a material and single-convex as a shape to avoid confusion, as stones made of Yunzi are also available in double-convex while synthetic stones can be either shape.
Traditional stones are made so that black stones are slightly larger in diameter than white; this is to compensate for the optical illusion created by contrasting colors that would make equal-sized white stones appear larger on the board than black stones.
The bowls for the stones are shaped like a flattened sphere with a level underside. The lid is loose fitting and upturned before play to receive stones captured during the game. Chinese bowls are slightly larger, and a little more rounded, a style known generally as Go Seigen; Japanese Kitani bowls tend to have a shape closer to that of the bowl of a snifter glass, such as for brandy. The bowls are usually made of turned wood. Mulberry is the traditional material for Japanese bowls, but is very expensive; wood from the Chinese jujube date tree, which has a lighter color (it is often stained) and slightly more visible grain pattern, is a common substitute for rosewood, and traditional for Go Seigen-style bowls. Other traditional materials used for making Chinese bowls include lacquered wood, ceramics, stone and woven straw or rattan. The names of the bowl shapes, "Go Seigen" and "Kitani", were introduced in the last quarter of the 20th century by the professional player Janice Kim as homage to two 20th-century professional Go players by the same names, of Chinese and Japanese nationality, respectively, who are referred to as the "Fathers of modern Go".
Playing technique and etiquette
The traditional way to place a Go stone is to first take one from the bowl, gripping it between the index and middle fingers, with the middle finger on top, and then placing it directly on the desired intersection. One can also place a stone on the board and then slide it into position under appropriate circumstances (where it does not move any other stones). It is considered respectful towards White for Black to place the first stone of the game in the upper right-hand corner. (Because of symmetry, this has no effect on the game's outcome.)
It is considered poor manners to run one's fingers through one's bowl of unplayed stones, as the sound, however soothing to the player doing this, can be disturbing to one's opponent. Similarly, "clacking" a stone against another stone, the board, or the table or floor is also discouraged. However, it is permissible to emphasize select moves by striking the board more firmly than normal, thus producing a sharp clack.
Computers and Go
Nature of the game
In combinatorial game theory terms, Go is a zero-sum, perfect-information, partisan, deterministic strategy game, putting it in the same class as chess, draughts (checkers) and Reversi (Othello); however it differs from these in its game play. Although the rules are simple, the practical strategy is extremely complex.
The game emphasizes the importance of balance on multiple levels and has internal tensions. To secure an area of the board, it is good to play moves close together; however, to cover the largest area, one needs to spread out, perhaps leaving weaknesses that can be exploited. Playing too low (close to the edge) secures insufficient territory and influence, yet playing too high (far from the edge) allows the opponent to invade.
It has been claimed that Go is the most complex game in the world due to its vast number of variations in individual games. Its large board and lack of restrictions allow great scope in strategy and expression of players' individuality. Decisions in one part of the board may be influenced by an apparently unrelated situation in a distant part of the board. Plays made early in the game can shape the nature of conflict a hundred moves later.
The game complexity of Go is such that describing even elementary strategy fills many introductory books. In fact, numerical estimates show that the number of possible games of Go far exceeds the number of atoms in the observable universe.
Research of go endgame by John H. Conway led to the invention of the surreal numbers. Go also contributed to development of combinatorial game theory (with Go Infinitesimals being a specific example of its use in Go).
Go long posed a daunting challenge to computer programmers, putting forward "difficult decision-making tasks; an intractable search space; and an optimal solution so complex it appears infeasible to directly approximate using a policy or value function". Prior to 2015, the best Go programs only managed to reach amateur dan level. On smaller 9×9 and 13x13 boards, computer programs fared better, and were able to compare to professional players. Many in the field of artificial intelligence consider Go to require more elements that mimic human thought than chess.
The reasons why computer programs had not played Go at the professional dan level prior to 2016 include:
- The number of spaces on the board is much larger (over five times the number of spaces on a chess board—361 vs. 64). On most turns there are many more possible moves in Go than in chess. Throughout most of the game, the number of legal moves stays at around 150–250 per turn, and rarely falls below 100 (in chess, the average number of moves is 37). Because an exhaustive computer program for Go must calculate and compare every possible legal move in each ply (player turn), its ability to calculate the best plays is sharply reduced when there are a large number of possible moves. Most computer game algorithms, such as those for chess, compute several moves in advance. Given an average of 200 available moves through most of the game, for a computer to calculate its next move by exhaustively anticipating the next four moves of each possible play (two of its own and two of its opponent's), it would have to consider more than 320 billion (3.2×1011) possible combinations. To exhaustively calculate the next eight moves, would require computing 512 quintillion (5.12×1020) possible combinations. As of March 2014, the most powerful supercomputer in the world, NUDT's "Tianhe-2", can sustain 33.86 petaflops. At this rate, even given an exceedingly low estimate of 10 operations required to assess the value of one play of a stone, Tianhe-2 would require 4 hours to assess all possible combinations of the next eight moves in order to make a single play.
- The placement of a single stone in the initial phase can affect the play of the game a hundred or more moves later. A computer would have to predict this influence, and it would be unworkable to attempt to exhaustively analyze the next hundred moves.
- In capture-based games (such as chess), a position can often be evaluated relatively easily, such as by calculating who has a material advantage or more active pieces. In Go, there is often no easy way to evaluate a position. However a 6-kyu human can evaluate a position at a glance, to see which player has more territory, and even beginners can estimate the score within 10 points, given time to count it. The number of stones on the board (material advantage) is only a weak indicator of the strength of a position, and a territorial advantage (more empty points surrounded) for one player might be compensated by the opponent's strong positions and influence all over the board. Normally a 3-dan can easily judge most of these positions.
As an illustration, the greatest handicap normally given to a weaker opponent is 9 stones. It was not until August 2008 that a computer won a game against a professional level player at this handicap. It was the Mogo program, which scored this first victory in an exhibition game played during the US Go Congress. By 2013, a win at the professional level of play was accomplished with a four-stone advantage. In October 2015, Google DeepMind's program AlphaGo beat Fan Hui, the European Go champion and a 2 dan (out of 9 dan possible) professional, five times out of five with no handicap on a full size 19x19 board. AlphaGo used a fundamentally different paradigm than earlier Go programs; it included very little "direct" instruction, and mostly used deep learning where AlphaGo played itself in hundreds of millions of games such that it could measure positions more intuitively. In March 2016, Google next challenged Lee Sedol, a 9 dan considered the top player in the world in the early 21st century, to a five-game match. Leading up to the game, Lee Sedol and other top professionals were confident that he would win; however, AlphaGo defeated Lee in four of the five games. After having already lost the series by the third game, Lee won the fourth game, describing his win as "invaluable". In May 2017, AlphaGo beat Ke Jie, who at the time continuously held the world No. 1 ranking for two years, winning each game in a three-game match during the Future of Go Summit.
An abundance of software is available to support players of the game. This includes programs that can be used to view or edit game records and diagrams, programs that allow the user to search for patterns in the games of strong players, and programs that allow users to play against each other over the Internet.
Some web servers provide graphical aids like maps, to aid learning during play. These graphical aids may suggest possible next moves, indicate areas of influence, highlight vital stones under attack and mark stones in atari or about to be captured.
There are several file formats used to store game records, the most popular of which is SGF, short for Smart Game Format. Programs used for editing game records allow the user to record not only the moves, but also variations, commentary and further information on the game.
Electronic databases can be used to study life and death situations, joseki, fuseki and games by a particular player. Programs are available that give players pattern searching options, which allow players to research positions by searching for high-level games in which similar situations occur. Such software generally lists common follow-up moves that have been played by professionals and gives statistics on win/loss ratio in opening situations.
Internet-based Go servers allow access to competition with players all over the world, for real-time and turn-based games. Such servers also allow easy access to professional teaching, with both teaching games and interactive game review being possible.
In popular culture and science
Apart from technical literature and study material, Go and its strategies have been the subject of several works of fiction, such as The Master of Go by Nobel prize-winning author Yasunari Kawabata and The Girl Who Played Go by Shan Sa. Other books have used Go as a theme or minor plot device. For example, the novel Shibumi by Trevanian centers around the game and uses Go metaphors, and The Way of Go: 8 Ancient Strategy Secrets for Success in Business and Life by Troy Anderson applies Go strategy to business. GO: An Asian Paradigm for Business Strategy by Miura Yasuyuki, a manager with Japan Airlines, uses Go to describe the thinking and behavior of business men. Go features prominently in the Chung Kuo series of novels by David Wingrove, being the favourite game of the main villain.
The manga (Japanese comic book) and anime series Hikaru no Go, released in Japan in 1998, had a large impact in popularizing Go among young players, both in Japan and—as translations were released—abroad. Go Player is a similar animated series about young Go players that aired in China. In the anime PriPara, one of the main characters, Sion Tōdō, is a world renowned Go player, but decides to retire as nobody has been able to beat her, becoming an idol instead. Despite this Go still features heavily in her character's personality.
Similarly, Go has been used as a subject or plot device in film, such as π, A Beautiful Mind, Tron: Legacy, and The Go Master, a biopic of Go professional Go Seigen. 2013's Tôkyô ni kita bakari or Tokyo Newcomer portrays a Chinese foreigner Go player moving to Tokyo. In King Hu's wuxia film The Valiant Ones, the characters are color-coded as Go stones (black or other dark shades for the Chinese, white for the Japanese invaders), Go boards and stones are used by the characters to keep track of soldiers prior to battle, and the battles themselves are structured like a game of Go. Go is also featured prominently in the movie The Divine Move.
Hedge fund manager Mark Spitznagel used Go as his main investing metaphor in his investing book The Dao of Capital.
A 2004 review of literature by Fernand Gobet, de Voogt & Retschitzki shows that relatively little scientific research has been carried out on the psychology of Go, compared with other traditional board games such as chess and Mancala. Computer Go research has shown that given the large search tree, knowledge and pattern recognition are more important in Go than in other strategy games, such as chess. A study of the effects of age on Go-playing has shown that mental decline is milder with strong players than with weaker players. According to the review of Gobet and colleagues, the pattern of brain activity observed with techniques such as PET and fMRI does not show large differences between Go and chess. On the other hand, a study by Xiangchuan Chen et al. showed greater activation in the right hemisphere among Go players than among chess players. There is some evidence to suggest a correlation between playing board games and reduced risk of Alzheimer's disease and dementia.
In formal game theory terms, Go is a non-chance, combinatorial game with perfect information. Informally that means there are no dice used (and decisions or moves create discrete outcome vectors rather than probability distributions), the underlying math is combinatorial, and all moves (via single vertex analysis) are visible to both players (unlike some card games where some information is hidden). Perfect information also implies sequence—players can theoretically know about all past moves.
Other game theoretical taxonomy elements include the facts that Go is bounded (because every game must end with a victor (or a tie) within a finite number of moves); the strategy is associative (every strategy is a function of board position); format is non-cooperative (not a team sport); positions are extensible (can be represented by board position trees); game is zero-sum (player choices do not increase resources available–colloquially, rewards in the game are fixed and if one player wins, the other loses) and the utility function is restricted (in the sense of win/lose; however, ratings, monetary rewards, national and personal pride and other factors can extend utility functions, but generally not to the extent of removing the win/lose restriction). Affine transformations can theoretically add non-zero and complex utility aspects even to two player games.
Go begins with an empty board. It is focused on building from the ground up (nothing to something) with multiple, simultaneous battles leading to a point-based win. Chess is tactical rather than strategic, as the predetermined strategy is to trap one individual piece (the king). This comparison has also been applied to military and political history, with Scott Boorman's 1969 book The Protracted Game exploring the strategy of the Communist Party of China in the Chinese Civil War through the lens of Go.
A similar comparison has been drawn among Go, chess and backgammon, perhaps the three oldest games that enjoy worldwide popularity. Backgammon is a "man vs. fate" contest, with chance playing a strong role in determining the outcome. Chess, with rows of soldiers marching forward to capture each other, embodies the conflict of "man vs. man". Because the handicap system tells Go players where they stand relative to other players, an honestly ranked player can expect to lose about half of their games; therefore, Go can be seen as embodying the quest for self-improvement, "man vs. self".
- Compare "liberty", a small local government unit in medieval England – the "local area under control".
- Exceptionally, in Japanese and Korean rules, empty points, even those surrounded by stones of a single color, may count as neutral territory if some of them are alive by seki. See the section on "Life and Death" for seki.
- In game theoretical terms, seki positions are an example of a Nash equilibrium.
- Whether or not a group is weak or strong refers to the ease with which it can be killed or made to live. See this article by Benjamin Teuber, amateur 6 dan, for some views on how important this is felt to be.
- A full explanation of the eternal life position can be found on Sensei's Library, it also appears in the official text for Japanese Rules, see translation.
- Roughly, one has the time to play the game and then a little time to finish it off. Time-wasting tactics are possible in Go, so that sudden death systems, in which time runs out at a predetermined point however many plays are in the game, are relatively unpopular (in the West).
- Literally in Japanese byōyomi means 'reading of seconds'.
- Typically, players stop the clock, and the player in overtime sets his/her clock for the desired interval, counts out the required number of stones and sets the remaining stones out of reach, so as not to become confused. If twenty moves are made in time, the timer is reset to five minutes again.
- In other words, Canadian byoyomi is essentially a standard chess-style time control, based on N moves in a time period T, imposed after a main period is used up. It is possible to decrease T, or increase N, as each overtime period expires; but systems with constant T and N, for example 20 plays in 5 minutes, are widely used.
- Kaku Takagawa toured Europe around 1970, and reported (Go Review) a general standard of amateur 4 dan. This is a good amateur level but no more than might be found in ordinary East Asian clubs. Published current European ratings would suggest around 100 players stronger than that, with very few European 7 dans.
- European Go has been documented by Franco Pratesi, Eurogo (Florence 2003) in three volumes, up to 1920, 1920–1950, and 1950 and later.
- See Overshoot in Western typography for similar subtle adjustment to create a uniform appearance.
- The number of board positions is at most 3361 (about 10172) since each position can be white, black, or vacant. Ignoring (illegal) suicide moves, there are at least 361! games (about 10768) since every permutation of the 361 points corresponds to a game. See Go and mathematics for more details, which includes much larger estimates.
- While chess position evaluation is simpler than Go position evaluation, it is still more complicated than simply calculating material advantage or piece activity; pawn structure and king safety matter, as do the possibilities in further play. The complexity of the algorithm differs per engine.
- Lists of such programs may be found at Sensei's Library or GoBase.
- Lists of Go servers are kept at Sensei's Library and the AGA website
- The British Go Association provides a list of teaching services
- A list of books can be found at Sensei's Library
- A list of films can be found at the EGF Internet Go Filmography
- "A Brief History of Go". American Go Association. Retrieved March 23, 2017.
- Shotwell, Peter (2008), "The Game of Go: Speculations on its Origins and Symbolism in Ancient China" (PDF), American Go Association
- About the IGF, archived from the original on April 29, 2012, retrieved June 5, 2012
- International Go Federation, IGF members, retrieved December 14, 2015
- Combinatorics of Go, Tromp, J Farneback G 2016
- Game complexity can only be crudely estimated. The number of legal positions (state-space complexity) for chess has been estimated at anywhere between 1043 to 1050; in 2016 the lower bound for Go was estimated by Tromp and Farneback at 2 x 10170. Alternately, a measure of all the alternatives to be considered at each stage of the game (game-tree complexity) can be estimated with bd, where b is the game's breadth (number of legal moves per position) and d is its depth (number of moves [plies] per game). For chess and Go the comparison is very roughly ≈3580 ≪ ≈250150, or ≈10123 ≪ ≈10360. (Allis 1994, pp. 158–161, 171, 174, §§6.2.4, 6.3.9, 6.3.12)
- Burton, Watson (April 15, 1992). The Tso Chuan (reprint ed.). ISBN 978-0-231-06715-7.
- Fairbairn 1995
- Brooks 2007
- Matthews, Charles. Teach Yourself Go, p.1
- Cho Chikun, p.18
- Iwamoto, p.22
- Iwamoto, p.18
- Gao, Pat (2007). "Getting the Go-ahead". Taiwan review. Los Angeles, CA: Kwang Hwa Publishing. 57: 55. Archived from the original on 2012-01-22.
- See, e.g., "EGF Ing Grant Report 2004-2005". European Go Federation. Retrieved 28 October 2017.
- 조, 항범 (October 8, 2005). 그런 우리말은 없다. 태학사. ISBN 9788959660148. Retrieved June 3, 2014.
- Matthews, Charles. Teach Yourself Go, p.2
- Cobb p.12
- Cho Chikun, p.21
- Iwamoto, p.77
- Cho Chikun, p.27
- Cho Chikun, p.28
- Cobb p.21
- Cho Chikun, p.69
- Cobb p.20
- Cho Chikun, p.35
- "KGS Go Tutorial: Game End". KGS. Retrieved 5 June 2014.
- Cho Chikun, p.107
- Iwamoto, p.93
- Cho Chikun, p.119
- Cho Chikun, p.33
- Cho Chikun, p.37
- "Hanami Ko at Sensei's Library". Senseis.xmp.net. 2013-01-09. Retrieved 2014-03-25.
- Iwamoto, p.109
- Cho Chikun, p.91
- British Go Association, Comparison of some go rules, retrieved 2007-12-20
- NRICH Team, Going First, University of Cambridge, retrieved 2007-06-16
- Kim 1994 pp. 3–4
- How to place Go stones, Nihon Kiin, archived from the original on 2007-04-20, retrieved 2007-03-04
- Matthews, Charles, Behind the Rules of Go, University of Cambridge, retrieved 2008-06-09
- Kim 1994 p. 12
- Kim 1994 pp 48–49
- Kim 1994 pp. 144–147
- Ing rules of Go, translation archived by American Go Association website , retrieved 5 August 2012
- American Go Association Rules of Go. retrieved 5 August 2012
- Kim 1994 p. 30
- "Comparison of Some Go Rules". British Go Association. Retrieved 15 May 2014.
- Kim 1994 p. 28
- "A change in Komi". Retrieved 31 May 2014.
- Fairbairn, John, "The Rules Debate", New in Go, Games of Go on Disc, archived from the original on 2013-01-12, retrieved 2007-11-27
- Hansen, Fred, Demonstration of the Relationship of Area and Territory Scoring, American Go Association, retrieved 2008-06-16
- Matthews 2002
- Kim 1994 pp. 80–98
- Kim 1994 pp. 88–90
- Kim 1994 pp. 91–92
- Kim 1994 pp. 93–94
- Davies, James (1995). Tesuji. Elementary Go Series. 3. Kiseido Publishing Company. p. 5. ISBN 4-906574-12-2.
- Nakayama, Noriyuki (1984), "Memories of Kitani", The Treasure Chest Enigma, Slate & Shell, pp. 16–19, ISBN 1-932001-27-1
- van Zeijst, Rob, Whenever a player asks a top professional ..., Yomiuri Shimbun, retrieved 2008-06-09
- Tavernier, Karel (Spring 1998). "Analyzing Ko Struggles Theoretically" (PDF). British Go Journal Nr. 110, Spring 1998, page 11. Retrieved 8 October 2013.
- Baker, Karl (1986), The Way to Go, New York, NY: American Go Association
- Otake, Hideo (2002), Opening Theory Made Easy, Kiseido Publishing Company, ISBN 4-906574-36-X
- Ishigure, Ikuro (2006). In the Beginning: the Opening in the Game of Go. Elementary Go Series. 1 (8 ed.). Japan: Kiseido Publishing Company. p. 6. ISBN 4-906574-10-6.
- Ishida, Yoshio (1977), Dictionary of Basic Joseki, Kiseido Publishing Company
- David, Ormerod. "Thinking big in Go". GoGameGuru. Retrieved 5 June 2014.
- David, Ormerod. "Go technique: Induction in the game of Go". GoGameGuru. Retrieved 5 June 2014.
- Potter 1984
- Yang, Lihui; An, Deming; Turner, Jessica Anderson (2005), Handbook of Chinese mythology, ABC-CLIO Ltd, p. 228, ISBN 978-1-57607-806-8
- Masayoshi 2005
- Lasker 1934
- Pickard 1989
- History of Korean baduk, Korean Baduk Association, retrieved 2008-11-13
- Fairbairn 2000
- History of Go in Japan: part 2, Nihon Kiin, archived from the original on 2007-11-14, retrieved 2007-11-02
- History of Go in Japan: part 3, Nihon Kiin, archived from the original on 2007-11-14, retrieved 2007-11-02
- GoGoD (Fairbairn & Hall) (2007), "Timeline 1600–1867", History and Timelines
- GoGoD (Fairbairn & Hall) (2007), "Honinbo Dosaku", Articles on Famous Players
- GoGoD (Fairbairn & Hall) (2007), "Castle Games 1626–1863", History and Timelines
- Pinckard, William (1992), History and Philosophy of Go in Bozulich, 2001 pp. 23–25
- AGA 1995 Historical Book, American Go Association, archived from the original on 2011-08-17, retrieved 2008-06-11
- Bozulich, Richard, The Magic of Go – 40. Go in Europe, Yomiuri Shimbun, archived from the original on November 9, 2001, retrieved 2008-06-16
- British Go Association, Pro Go Player visits to UK & Ireland (since 1964), retrieved 2007-11-17
- Peng & Hall 1996
- Go. The World's Most Fascinating Game, Tokyo, Japan: Nihon Kiin, 1973, p. 188
- Cieply, Ales, EGF Official Ratings, European Go Federation (EGF), retrieved 2009-11-06
- EGF Tournament Database, Association for Go in Italy (AGI), retrieved 2008-06-19
- The McMahon system in a nutshell, British Go Association, archived from the original on 2008-05-18, retrieved 2008-06-11
- GoGoD (Fairbairn & Hall) (2007), A quick guide to pro tournaments
- GoGoD (Fairbairn & Hall) (2007), "History of Komi", History and Timelines
- Jasiek, Robert (2001), Ko Rules, retrieved 2007-11-30
- Bozulich 2001 pp. 92–93
- EGF General Tournament Rules, European Go Federation, retrieved 2008-06-11
- Stas Bekman: stas (at) stason.org. "Go FAQ". Stason.org. Retrieved 2014-03-25.
- "Go markers" (PDF). The Unicode Standard.
- Fairbairn, John. "MindZine – Go – Feature: Honinbo Jowa". Mind Sports WorldWide. Archived from the original on 8 June 2011. Retrieved 15 May 2014.
- Fairbairn, John, History of Newspaper Go, archived from the original on 2011-06-08, retrieved 2018-01-06
- Go Seigen: Match Player, GoBase.org, retrieved 2007-06-14
- Fairbairn, John, Kitani's Streak, retrieved 2007-06-14
- Fairbairn, John, Kubomatsu's central thesis, retrieved 2008-01-17
- List of Japanese titles, prizemoney and winners, GoBase.org, retrieved 2008-06-11
- Kim, Janice, KBA Founder Cho Nam Chul passes, American Go Association, retrieved 2008-06-11
- Matthews, Charles, Weiqi in Chinese Culture, retrieved 2007-06-04
- 朱宝训 (22 July 2016). "中国围棋职业段位制的历史" (in Chinese). Sina.com.cn. Retrieved 7 January 2018.
- "AGA Professional System". usgo.org. Retrieved 3 March 2015.
- "1st European Pro Qualification 2014". 2014. Retrieved 11 January 2015.
- List of International titles, prizemoney and winners, GoBase.org, retrieved 2008-06-11
- Shotwell, Peter (2003), Go! More Than a Game, Tuttle Publishing, ISBN 0-8048-3475-X
- Wimmer, Kerwin, Make Professional Shodan, British Go Association, retrieved 2008-06-11
- Fairbairn 1992 pp. 142–143
- Fairbairn 1992 pp. 143–149
- Kiseido clearance sale lists the regular price for a Shihomasa Kaya Go Board with legs (20.4 cm or 8.0 in thick) as $60,000+
- Fairbairn 1992 pp. 150–153
- Fairbairn 1992 pp. 153–155
- A stylish way to play your stones, Nihon Ki-in, archived from the original on 2007-05-13, retrieved 2007-02-24
- "Sensei's Library: Playing the first move in the upper right corner". Senseis.xmp.net. 2011-09-19. Retrieved 2014-03-25.
- Top Ten Reasons to Play Go, American Go Association, retrieved 2008-06-11
- O'Connor, J.J.; Robertson, E.F., Conway Biography, retrieved 2008-01-24
- "Go Infinitesimals".
- Silver, David; Huang, Aja; Maddison, Chris J.; Guez, Arthur; Sifre, Laurent; Driessche, George van den; Schrittwieser, Julian; Antonoglou, Ioannis; Panneershelvam, Veda; Lanctot, Marc; Dieleman, Sander; Grewe, Dominik; Nham, John; Kalchbrenner, Nal; Sutskever, Ilya; Lillicrap, Timothy; Leach, Madeleine; Kavukcuoglu, Koray; Graepel, Thore; Hassabis, Demis (28 January 2016). "Mastering the game of Go with deep neural networks and tree search". Nature. 529 (7587): 484–489. Bibcode:2016Natur.529..484S. doi:10.1038/nature16961. ISSN 0028-0836. PMID 26819042. Retrieved 11 December 2017.
- Wedd, Nick. "Human-Computer Go Challenges". computer-go.info. Retrieved 2011-10-28.
- Johnson, George (1997-07-29), "To Test a Powerful Computer, Play an Ancient Game", The New York Times, retrieved 2008-06-16
- Overview of Computer Go, Intelligent Go Foundation, archived from the original on 2008-05-31, retrieved 2008-06-16
- Keene, Raymond; Levy, David (1991), How to beat your chess computer, Batsford Books, p. 85
- Davey Alba (2014-06-17). "China's Tianhe-2 Caps Top 10 Supercomputers". IEEE Spectrum. Retrieved 2014-04-14.
- Stern, David. "Modelling Uncertainty in the Game of Go" (PDF). Cornell University. Archived from the original (PDF) on 25 May 2013. Retrieved 15 May 2014.
- "Supercomputer with innovative software beats Go Professional". Archived from the original on 2009-01-01. Retrieved 2008-12-19.
- "AGA News: Kim Prevails Again In Man Vs Machine Rematch". Retrieved 2009-08-08.
- Levinovitz, Alan (May 12, 2014). "The Mystery of Go, the Ancient Game That Computers Still Can't Win". Business. Wired. The Electric Sage Battle. Retrieved December 8, 2015.
- Metz, Cade (December 7, 2015). "Google and Facebook Race To Solve the Ancient Game of Go With AI". Business. Wired. Retrieved December 8, 2015.
- "History of Go Ratings". goratings.org. Retrieved 18 March 2016.
- "Lee Se-dol confident about beating AlphaGo". The Korea Times. Retrieved 18 March 2016.
- "Artificial intelligence: Google's AlphaGo beats Go master Lee Se-dol". BBC News Online. 12 March 2016. Retrieved 12 March 2016.
- Lawler, Richard. "Google DeepMind AI wins final Go match for 4-1 series win". Retrieved 15 March 2016.
- "Artificial intelligence: Go master Lee Se-dol wins against AlphaGo program". BBC News Online. 13 March 2016. Retrieved 13 March 2016.
- "柯洁迎19岁生日 雄踞人类世界排名第一已两年" (in Chinese). May 2017.
- "World's Go Player Ratings". 24 May 2017.
- "Google's AlphaGo Continues Dominance With Second Win in China". 2017-05-25.
- "After Win in China, AlphaGo's Designers Explore New AI". 2017-05-27.
- Silver, David; Schrittwieser, Julian; Simonyan, Karen; Antonoglou, Ioannis; Huang, Aja; Guez, Arthur; Hubert, Thomas; Baker, Lucas; Lai, Matthew; Bolton, Adrian; Chen, Yutian; Lillicrap, Timothy; Fan, Hui; Sifre, Laurent; Driessche, George van den; Graepel, Thore; Hassabis, Demis (19 October 2017). "Mastering the game of Go without human knowledge". Nature. 550 (7676): 354–359. Bibcode:2017Natur.550..354S. doi:10.1038/nature24270. ISSN 0028-0836. Retrieved 10 December 2017.
- McDonald, Brian (2002) , "Shibumi", in Shotwell, Peter, Go in Western Literature (PDF), American Go Association, pp. 5–6, archived from the original (PDF) on 2006-09-21, retrieved 2008-06-16
- Anderson, Troy (August 3, 2004), The Way of Go: 8 Ancient Strategy Secrets for Success in Business and Life
- Yasuyuki, Miura (1998), Go, an Asian Paradigm for Business Strategy, Kiseido Publishing Company, ISBN 4-906574-99-8
- Bozulich, Richard, The Magic of Go – 33. Go and business (1), Yomiuri Shimbun, archived from the original on 2004-12-09, retrieved 2013-11-27
- Shotwell, p.176
- "Novels and Other Books Featuring Go | British Go Association". Britgo.org. 2015-12-16. Retrieved 2016-03-14.
- Shimatsuka, Yoko, Do Not Pass Go, Asiaweek, archived from the original on 2007-06-10, retrieved 2007-03-26
- Scanlon, Charles (2002-08-01). "Young Japanese go for Go". World News. BBC. Retrieved 2009-05-21.
- Scott, A.O. (2007-03-14), "A Prodigy's Life Is Played Out In a Japanese Game of Skill", The New York Times, retrieved 2008-06-16
- (film; 2013) Tokyo Newcomer
- Ng Ho (1998), "King Hu and the Aesthetics of Space", in Teo, Stephen, Transcending the Times:King Hu & Eileen Chan, Hong Kong International Film Festival, Hong Kong: Provisional Urban Council of Hong Kong, p. 45
- "The Rise and Fall of Atari". Retrieved May 5, 2014.
- Spitznagel, Mark (2013). The Dao of Capital: Austrian Investing in a Distorted World. John Wiley & Sons. ISBN 978-1-118-34703-4.
- Gobet, F; de Voogt, A. J; Retschitzki, J (2004), Moves in Mind: The Psychology of Board Games, Hove, UK: Psychology Press, ISBN 1-84169-336-7
- Masunaga, H; Horn, J. (2001), "Expertise and age-related changes in components of intelligence", Psychology and Aging, 16 (2): 293–311, doi:10.1037/0882-79184.108.40.2063
- Chen; et al. (2003), "A functional MRI study of high-level cognition II. The game of GO", Cognitive Brain Research, 16: 32, doi:10.1016/S0926-6410(02)00206-9, retrieved 2008-06-16
- Verghese; et al. (2003), "Leisure Activities and the Risk of Dementia in the Elderly", New England Journal of Medicine, 348 (25): 2508–16, doi:10.1056/NEJMoa022252, PMID 12815136
- Maschler, Michael (2013). Game Theory. Cambridge University Press. ISBN 978-1-107-00548-8.
- Boorman, Scott A. (1969), The Protracted Game: A Wei Ch'i Interpretation of Maoist Revolutionary Strategy, New York, NY: Oxford University Press, ISBN 0-19-500490-6
- Pinckard, William, Go and the Three Games, Kiseido Publications, retrieved 2008-06-11 in Bozulich 2001
- Allis, Louis Victor (1994), Searching for solutions in Games and Artificial Intelligence (PDF), Maastricht: Proefschrift Rijksuniversiteit Limburg, ISBN 90-9007488-0
- Bozulich, Richard (2001), The Go Player's Almanac (2nd ed.), Kiseido Publishing Company, ISBN 4-906574-40-8
- Brooks, E Bruce (2007), Warring States Project Chronology #2, archived from the original on 2007-12-19, retrieved 2007-11-30
- Fairbairn, John (1992), A Survey of the best in Go Equipment in Bozulich 2001—pp. 142–155
- Fairbairn, John (1995), Go in Ancient China, retrieved 2007-11-02
- Fairbairn, John (2000), History of Go in Korea, archived from the original on 8 June 2011, retrieved 15 May 2014
- Fairbairn, John; Hall, T Mark (2007), The GoGoD Encyclopaedia, Games of Go on Disc
- Kim, Janice; Jeong, Soo-hyun (1994), Learn to Play Go, Good Move Press, ISBN 0-9644796-1-3
- Lasker, Edward (1960) , Go and Go-Moku, Courier Dover Publications, ISBN 0-486-20613-0
- Masayoshi, Shirakawa (2005), A Journey In Search of the Origins of Go, Yutopian Enterprises, ISBN 1-889554-98-7
- Matthews, Charles (September 2002), Sufficient but Not Necessary: Two Eyes and Seki in Go, University of Cambridge, retrieved 2007-12-31
- Peng, Mike; Hall, Mark (1996), "One Giant Leap For Go" (PDF), Svenks Go Tidning, 96 (2): 7–8, archived from the original (PDF) on 2012-03-04, retrieved 2007-11-12
- Potter, Donald L. (1984), "Go in the Classics", Go World, Tokyo: Ishi Press (37): 16–18, retrieved 2007-11-02
- Potter, Donald L. (1985), "Go in the Classics (ii): the Tso-chuan", Go World, Tokyo: Ishi Press (42): 19–21, retrieved 2007-11-02
- Shotwell, Peter (2003), Go! More Than a Game, Tuttle Publishing, ISBN 0-8048-3475-X
- Baker, Karl. The Way to Go: How to Play the Asian Game of Go, American Go Association, New York, rev. 7th ed., 2008, available as free .pdf download or e-book.
- Bradley, Milton N. Go for Kids, Yutopian Enterprises, Santa Monica, 2001 ISBN 978-1-889554-74-7.
- Cho, Chikun. Go: A Complete Introduction to the Game, Kiseido Publishers, Tokyo, 1997, ISBN 978-4-906574-50-6.
- Cobb, William. The Book of Go, Sterling Publishers, 2002, ISBN 978-0-8069-2729-9.
- Iwamoto, Kaoru. Go for Beginners, Pantheon, New York, 1977, ISBN 978-0-394-73331-9.
- Kim, Janice, and Jeong Soo-hyun. Learn to Play Go series, five volumes: Good Move Press, Sheboygan, Wisconsin, second edition, 1997. ISBN 0-9644796-1-3.
- Matthews, Charles. Teach Yourself Go, McGraw-Hill, 2004, ISBN 978-0-07-142977-1.
- Seckiner, Sancar. Chinese Go Players, 6th article of the main book Budaha, Efil Yayinevi, Ankara, Feb. 2016, ISBN 978-605-4160-62-4.
- Shotwell, Peter. Go! More than a Game, Tuttle Publishing, Boston, Revised 2010. ISBN 0-8048-3475-X.
- Boorman, Scott A. (1969), The Protracted Game: A Wei Ch'i Interpretation of Maoist Revolutionary Strategy, New York, NY: Oxford University Press, ISBN 978-0-19-501493-8
- De Havilland, Walter Augustus (1910), The ABC of Go: The National War Game of Japan, Yokohama, Kelly & Walsh, OCLC 4800147
- Korschelt, Oscar (1966), The Theory and Practice of Go, C.E. Tuttle Co, ISBN 978-0-8048-0572-8
- Smith, Arthur (1956), The Game of Go: The National Game of Japan, C.E. Tuttle Co, OCLC 912228
- Go at Curlie (based on DMOZ)
- History of Go.
- Sensei's Library, a major resource about the game of Go.
- Goproblems.com, open database of interactive Go problems.
- The Interactive Way to Go, an interactive tutorial for Go.
- The Way to Go Karl Baker's classic pamphlet on how to play Go.
- computer-go-dataset (1,645,958 SGFs)