Tag: definitions

42 What is the difference between strong-AI and weak-AI? 2016-08-02T16:42:35.817

35 What is the concept of the technological singularity? 2016-08-02T15:53:38.273

27 What is the difference between a convolutional neural network and a regular neural network? 2018-03-06T21:01:55.610

26 What are the minimum requirements to call something AI? 2016-08-10T00:55:54.690

23 What is artificial intelligence? 2018-09-06T02:40:56.847

19 Why can't OCR be perceived as a good example of AI? 2016-08-06T01:57:43.263

16 Are search engines considered AI? 2016-08-02T17:04:35.297

14 What is the difference between tree search and graph search? 2018-05-15T14:06:41.507

14 What is the most general definition of "intelligence"? 2018-08-18T14:17:55.563

14 What is the idea called involving an AI that will eventually rule humanity? 2020-03-12T11:32:34.427

12 What is a recurrent neural network? 2019-04-28T16:55:21.243

11 What are Hyper-heuristics? 2016-08-27T13:15:19.897

11 Is AI living or non-living? 2016-10-10T04:44:32.257

11 What are bottleneck features? 2017-04-03T01:45:24.570

11 What are ontologies in AI? 2018-10-15T12:38:11.573

11 Is AlphaZero an example of an AGI? 2018-11-26T00:42:57.097

11 What is geometric deep learning? 2019-03-12T10:29:49.193

10 What is a deep neural network? 2016-08-02T17:12:58.533

10 Can a technological singularity only occur with superintelligence? 2017-02-18T15:10:58.353

10 What is the difference between artificial intelligence and computational intelligence? 2018-08-06T18:35:13.933

9 What are the criteria for a system to be considered intelligent? 2016-08-16T12:06:21.700

9 What is the credit assignment problem? 2019-06-18T00:35:55.820

8 What is "backprop"? 2016-08-02T15:39:14.947

8 What is "early stopping" in machine learning? 2016-08-02T15:53:00.447

7 Are humans intelligent according to the definition of an intelligent agent? 2016-08-02T15:43:35.460

7 What is predicate argument recognition? 2016-08-18T14:00:52.177

7 What are different approaches used in Machine Learning? 2017-12-10T19:29:25.527

7 What types of applications qualify as "compound intelligences"? 2018-04-04T01:52:15.150

7 What is a support vector machine? 2018-08-02T20:29:35.273

7 What is the definition of rationality? 2018-08-31T19:03:53.250

7 What is a learning agent? 2018-11-01T10:49:37.647

7 What does learning mean? 2019-01-28T20:27:34.760

7 Can neural networks with a sigmoid as the activation function of the output layer approximate continuous functions? 2020-03-23T08:43:19.880

6 How can the multiple intelligences model be incorporated into AI? 2016-08-03T05:15:39.443

6 What exactly are the differences between semantic and lexical-semantic networks? 2017-01-10T13:15:43.350

6 What are some examples of intelligent agents for each intelligent agent class? 2017-04-29T17:44:01.653

6 What is the fringe in the context of search algorithms? 2018-04-08T14:38:12.313

6 Is a mathematical formula a form of intelligence? 2018-04-14T02:34:47.893

6 How does the uniform-cost search algorithm work? 2018-11-03T10:13:52.817

6 What algorithms are considered reinforcement learning algorithms? 2019-04-30T14:26:46.283

6 What is the mathematical definition of an activation function? 2020-01-10T10:25:38.987

5 Does the recent advent of a Go playing computer represent Artificial Intelligence? 2016-08-02T16:20:40.520

5 What is Statistical relational learning? 2016-08-22T05:47:31.883

5 What is a trap function in the context of a genetic algorithm? 2016-10-31T21:09:58.063

5 What is the difference between local search and global search algorithms? 2017-09-23T09:19:23.177

5 Does any Math/Algos actually mimic human intelligence? 2017-09-26T20:56:46.890

5 Are all fully observable environments episodic? 2018-03-11T07:58:43.857

5 Is an algorithm that is no longer actively learning an AI? 2018-11-22T00:26:12.780

5 What is the difference between search and planning? 2019-01-25T10:34:07.857

5 How do I recognise a bandit problem? 2020-06-08T13:06:27.437

5 What is Reinforcement Learning? 2020-06-16T08:18:17.213

4 What does "death" intuitively mean in the paper "Death and Suicide in Universal Artificial Intelligence"? 2016-08-06T07:27:52.287

4 What is the difference between abstract, autonomous and virtual intelligent agents? 2016-08-10T02:05:29.250

4 Are CRUD webapps today the modern version of the "expert system"? 2016-12-11T03:25:30.900

4 What other kind of AIs exist apart from goal-driven? 2017-11-29T01:43:54.713

4 Is Q-learning a type of model-based RL? 2017-12-19T03:04:18.840

4 What is the relation between an environment, a state and a model? 2018-08-18T18:30:14.853

4 How are the reward functions $R(s)$, $R(s, a)$ and $R(s, a, s')$ equivalent? 2019-02-07T15:38:58.217

4 What is the relation between a policy which is the solution to a MDP and a policy like $\epsilon$-greedy? 2019-02-10T16:34:44.907

4 What is a graph neural network? 2019-03-12T10:46:08.563

4 Do we have to use CNN for Deep Q Learning? 2019-03-14T05:49:49.220

4 What is an artificial neural network? 2019-04-23T16:50:10.383

4 What do the subscripts mean in $N_{t,n,\sigma,L}$? 2019-11-13T08:03:14.713

4 When exactly is a model considered over-parameterized? 2019-12-13T15:41:47.887

4 Would you categorize policy iteration as an actor-critic reinforcement learning approach? 2020-05-13T10:32:45.627

4 What is eager learning and lazy learning? 2020-07-30T13:31:15.327

3 How can one distinguish between an AI and a "sufficiently advanced algorithm"? 2017-01-12T15:31:01.383

3 Searching keywords on web 2017-03-03T10:43:29.217

3 What is a state in a recurrent neural network? 2017-06-01T08:49:15.507

3 Why do we need learning in unsupervised learning? 2018-03-15T08:26:48.680

3 How does Microsoft use AI to make Windows 10 updates smoother 2018-06-16T08:29:49.487

3 About the definition of "soft label" and "hard label" 2018-12-21T07:28:43.780

3 Is an artificial intelligence a program or an hardware? 2018-12-27T12:10:36.823

3 Can an AI model be based on the principles of rationalism? 2019-01-20T09:40:47.963

3 What is a generalized MDP? 2019-03-14T20:47:32.873

3 What is local consistency in constraint satisfaction problems? 2019-05-02T03:08:37.743

3 What is the difference between Sentiment Analysis and Emotion Recognition? 2019-05-15T15:22:40.597

3 Which models accept numerical parameters and produce a numerical output? 2019-07-12T19:21:10.080

3 Are feature maps merged or are they passed on as they are? 2019-07-19T23:27:45.927

3 Clarification on definition of convolution: Is adding the Frobenius inner products between filter and input part of convolution or a separate step? 2019-07-24T00:28:38.590

3 Is a state that includes only the past n-step price records partially observable? 2019-08-29T11:49:35.990

3 What is a non-starving policy in reinforcement learning? 2019-09-11T04:10:19.787

3 What is a "surrogate model"? 2019-11-16T11:50:59.470

3 What does the Markov assumption say about the history of state sequences? 2019-11-20T14:30:06.803

3 How exactly does self-play work, and how does it relate to MCTS? 2020-02-09T13:05:26.440

3 Is the test time the phase when the model's accuracy is calculated with test data set? 2020-05-13T08:55:40.750

3 How do we express $q_\pi(s,a)$ as a function of $p(s',r|s,a)$ and $v_\pi(s)$? 2020-06-08T12:26:36.383

2 Can an Markov decision process be dependent on the past? 2017-03-11T16:56:49.653

2 What is the meaning of a 2D stride? 2017-11-15T10:03:45.220

2 What is successor function? 2018-11-23T16:09:42.080

2 What kind of search method is A*? 2018-12-12T01:45:17.587

2 Is the definition of machine learning by Mitchell in his book "Machine Learning" valid? 2019-02-20T23:14:31.183

2 When is content-based more appropriate than collaborative filtering? 2019-03-21T22:24:49.743

2 What is the prediction accuracy? 2019-05-25T18:24:22.527

2 What is a conditional random field? 2019-07-14T10:29:59.907

2 Can non-Markov environments also be deterministic? 2019-07-15T20:52:41.933

2 Why are activation functions independent layers in CNNs rather than part of convolutional layers? 2019-07-20T20:10:41.933

2 What is the meaning of the words 'bias' and 'variance' in RL? 2019-07-25T08:17:00.343

2 Is unsupervised learning a branch of AI? 2019-08-29T15:41:37.647