Tag: comparison

84 What is the difference between artificial intelligence and machine learning? 2016-08-02T16:05:26.390

43 What's the difference between model-free and model-based reinforcement learning? 2017-11-07T14:10:09.410

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

41 What is self-supervised learning in machine learning? 2019-02-16T20:02:58.273

33 Is a switch from R to Python worth it? 2019-08-04T22:24:19.287

28 How is a deep neural network different from other neural networks? 2016-08-02T16:59:30.683

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

25 What is the relation between Q-learning and policy gradients methods? 2018-04-28T03:11:16.087

18 Are these two versions of back-propagation equivalent? 2016-09-04T09:45:02.357

18 Why does C++ seem less widely used than Python in AI? 2018-04-27T03:52:19.403

17 Could a Boltzmann machine store more patterns than a Hopfield net? 2016-08-10T14:10:08.270

17 What is the difference between machine learning and deep learning? 2016-08-25T22:19:10.773

15 Why is Sanskrit the best language for AI? 2016-12-04T09:48:57.170

15 When is deep learning overkill? 2017-03-16T11:41:46.100

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

14 How does LSTM in deep reinforcement learning differ from experience replay? 2018-08-27T01:58:20.250

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

11 Who was the first person to recognize the distinction between human-like general intelligence and domain-specific intelligence? 2016-08-29T20:25:30.047

11 What is the difference between actor-critic and advantage actor-critic? 2018-08-02T14:59:08.493

11 Are humans superior to machines in chess? 2019-11-10T09:50:50.433

10 Why is the merged neural network of AlphaGo Zero more efficient than two separate neural networks? 2017-10-30T23:01:56.720

10 What is the fundamental difference between CNN and RNN? 2017-12-08T14:48:36.857

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

10 What is the difference between a receptive field and a feature map? 2018-11-01T00:42:18.080

9 How do evolutionary algorithms have advantages over the conventional backpropagation methods? 2016-08-11T09:39:32.893

9 What is the difference between expected return and value function? 2018-03-17T17:00:51.140

9 What is the difference between goal-based and utility-based agents? 2018-10-28T13:30:51.453

9 What does AI software look like, and how is it different from other software? 2019-11-12T06:17:04.593

9 What is the difference between active learning and online learning? 2020-08-24T20:21:11.760

8 What's the difference between hyperbolic tangent and sigmoid neurons? 2016-08-02T19:02:33.003

8 Is Artificial Intelligence restricted to electrical based technology? 2016-10-19T13:28:45.640

8 Are Q-learning and SARSA the same when action selection is greedy? 2020-05-10T10:52:49.730

7 What is the difference between memetic algorithms and genetic algorithms? 2017-03-17T10:55:00.683

7 What are the differences between machine learning, pattern recognition and data mining? 2017-10-22T14:34:06.383

7 Why do we prefer ReLU over linear activation functions? 2018-05-19T16:41:50.253

7 What is the relationship between these two taxonomies for machine learning with neural networks? 2018-07-24T16:31:48.617

7 Should I use C# or Python for AI? 2018-10-02T17:58:58.710

7 What are the differences between A* and greedy best-first search? 2018-11-10T08:22:32.563

7 What is the difference between reinforcement learning and optimal control? 2019-03-22T10:57:57.820

7 What is the relation between semi-supervised and self-supervised visual representation learning? 2019-05-12T00:23:20.273

7 What is the difference between graph convolution in the spatial vs spectral domain? 2019-08-16T08:47:11.267

6 What is the difference between artificial intelligence and robots? 2016-08-08T17:53:40.050

6 How do I know when to use which Monte Carlo method? 2016-08-11T03:29:18.097

6 What is the difference between artificial intelligence and cognitive science? 2016-09-03T21:10:31.007

6 How can we connect artificial intelligence with cognitive psychology? 2016-11-30T11:10:32.697

6 What does deep learning offer with respect to standard machine learning? 2017-03-08T07:51:37.170

6 Would a general-purpose AI need to collaborate? 2017-03-10T06:52:41.560

6 What is the difference between assisted and unassisted learning in relation to AI? 2017-08-16T10:37:37.893

6 What prevents us from developing artificial consciousness? 2017-11-16T15:48:07.827

6 Why do Bellman equations indirectly create a policy? 2017-12-18T13:27:20.397

6 What are the differences in scope between statistical AI and classical AI? 2018-11-05T15:49:30.983

6 Is word embedding a form of feature extraction? 2019-12-27T12:14:23.407

6 Why are neural networks preferred to other classification functions optimized by gradient decent 2020-08-29T16:21:13.770

5 What is the difference between an agent function and an agent program? 2016-08-28T10:03:06.923

5 Are Convolutional Neural Networks better than existing image recognition libraries that don't use CNNs? 2016-09-15T20:36:18.530

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

5 Is there a way of converting a neural network to another one that represents the same function? 2017-10-27T12:44:01.850

5 Why does nobody use decision trees for visual question answering? 2018-04-26T11:41:28.273

5 How is iterative deepening A* better than A*? 2018-11-07T13:22:16.307

5 Is REINFORCE the same as 'vanilla policy gradient'? 2019-03-27T13:01:19.460

5 Can the decoder in a transformer model be parallelized like the encoder? 2019-05-23T15:36:42.400

5 Can a vanilla neural network theoretically achieve the same performance as CNN? 2019-07-08T17:35:13.157

5 Can supervised learning be recast as reinforcement learning problem? 2019-08-27T21:50:48.243

5 How do we determine whether a heuristic is better than another? 2019-09-15T16:17:37.197

5 Are deep learning models more prone to overfitting than machine learning ones? 2019-11-08T14:48:00.183

5 Perfect Information and Imperfect Information Games 2019-11-09T09:14:23.937

5 Is k-fold cross-validation more effective than splitting the dataset into training and test datasets to prevent overfitting? 2019-11-17T10:31:05.017

5 What is the intuition behind TD($\lambda$)? 2020-01-21T22:17:18.830

5 Why is the state-action value function used more than the state value function? 2020-02-14T07:16:15.987

5 What is the difference between 'prediction' and 'control' problem in the context of Reinforcement Learning? 2020-05-14T12:26:49.423

5 Why is symbolic AI not so popular as ANN but used by IBM's Deep Blue? 2020-07-20T07:07:19.860

5 Why are policy iteration and value iteration studied as separate algorithms? 2020-08-13T13:31:43.800

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

4 What is the difference between encoders and auto-encoders? 2017-10-10T16:33:45.657

4 What's the difference between biological and artificial evolution? 2018-03-14T13:13:25.470

4 Do convolutional neural networks also have recurrent connections? 2018-03-15T09:42:21.513

4 How to decide whether a problem needs to be solved algorithmically or with machine learning techniques? 2018-03-30T19:07:54.197

4 Is a switch from Java to Python worth it? 2018-05-09T13:58:33.037

4 Why are GRU and LSTM better than standard RNNs? 2018-06-14T09:14:09.180

4 What is the difference between "mutation" and "crossover"? 2018-11-20T15:25:44.293

4 How do I show that uniform-cost search is a special case of A*? 2018-11-26T14:59:20.600

4 What are the strengths of the Hierarchical Temporal Memory model compared to competing models? 2019-01-04T18:46:31.110

4 What is the difference between human brains and neural networks? 2019-01-16T14:33:31.617

4 What is the difference between an episode, a trajectory and a rollout? 2019-02-15T10:28:54.233

4 What is the difference between a problem representation and problem modelling? 2019-03-08T20:41:23.087

4 What is the difference between GAT and GaAN? 2019-06-18T07:35:45.343

4 Can a computer conclude following philosophical concepts from a story? 2019-07-16T04:49:48.700

4 What is the difference between asymmetric and depthwise separable convolution? 2019-08-02T12:57:49.087

4 Why isn't conditional probability sufficient to describe causality? 2019-08-15T08:28:30.943

4 Combining machine learning with languages like ProLog? 2019-11-02T12:32:52.137

4 What is the difference between genetic algorithms and evolutionary game theory algorithms? 2019-11-27T07:39:38.217

4 What are the differences between TensorFlow and PyTorch? 2020-01-18T17:35:40.710

4 Are PAC learnability and the No Free Lunch theorem contradictory? 2020-02-02T18:22:27.487

4 Is there a reason to choose regular momentum over Nesterov momentum for neural networks? 2020-02-04T21:58:02.993

4 Is there a reason to use TensorFlow over PyTorch for research purposes? 2020-02-12T01:53:54.020

4 What is the difference between evolutionary computation and evolutionary algorithms? 2020-03-18T13:45:01.567

4 Can neurons in MLP and filters in CNN be compared? 2020-03-24T23:28:53.160

4 What are the differences between artificial neural networks and other function approximators? 2020-05-08T19:38:58.660

4 Why is update rule of the value function different in policy evaluation and policy iteration? 2020-05-19T06:08:46.437