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Artificial Intelligence

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Awarded 469 times.
What is the proof that policy evaluation converges to the optimal solution?
Awarded Jun 16 at 17:57
What is the difference between the triplet loss and the contrastive loss?
Awarded Jun 9 at 9:42
What are some resources on computational learning theory?
Awarded Jun 4 at 20:06
How to determine the embedding size?
Awarded May 30 at 0:04
Are there dynamic neural networks?
Awarded May 27 at 10:05
How do I use GPT-2 to summarise text?
Awarded May 3 at 9:02
What is the intuition behind TD($\lambda$)?
Awarded May 1 at 14:06
Is plain autoencoder a generative model?
Awarded Apr 23 at 14:40
What is the difference between an episode, a trajectory and a rollout?
Awarded Apr 23 at 3:17
Is there an ideal range of learning rate which always gives a good result almost in all problems?
Awarded Apr 22 at 21:16
Is back-propagation applied for each data point or for a batch of data points?
Awarded Apr 10 at 15:11
Can you train a neural network by simply giving it ratings each time it runs?
Awarded Apr 9 at 13:46
Why is the derivative of the activation functions in neural networks important?
Awarded Mar 22 at 15:56
How do neural networks play chess?
Awarded Mar 1 at 22:48
What is different in each head of a multi-head attention mechanism?
Awarded Feb 28 at 18:32
Are GPT-3.5 series models based on GPT-3?
Awarded Feb 18 at 10:03
Do full-text translators such as DeepL or Google Translate fall under the term "Generative AI"?
Awarded Feb 16 at 11:09
Is REINFORCE the same as 'vanilla policy gradient'?
Awarded Feb 16 at 9:27
How do neural networks play chess?
Awarded Feb 9 at 18:26
How should I represent the input to a neural network for the games of tic-tac-toe, checkers or chess?
Awarded Jan 30 at 11:51
What exactly is averaged when doing batch gradient descent?
Awarded Jan 17 at 23:25
Can supervised learning be recast as reinforcement learning problem?
Awarded Jan 17 at 23:25
Why are LLMs able to reproduce bodies of known text exactly?
Awarded Jan 12 at 13:57
When should Monte Carlo Tree search be chosen over MiniMax?
Awarded Dec 21, 2023 at 13:18
What is the difference between memetic algorithms and genetic algorithms?
Awarded Dec 20, 2023 at 3:20
What is "early stopping" in machine learning?
Awarded Dec 18, 2023 at 17:46
Why use ReLU over Leaky ReLU?
Awarded Dec 8, 2023 at 18:42
How does Q-learning work in stochastic environments?
Awarded Dec 7, 2023 at 16:21
Why are the Bellman operators contractions?
Awarded Dec 2, 2023 at 6:17
What is the purpose of Decoder mask (triangular mask) in Transformer?
Awarded Nov 2, 2023 at 23:07
What are other examples of theoretical machine learning books?
Awarded Nov 1, 2023 at 13:31
Why do ChatGPT “jailbreaks” work?
Awarded Oct 25, 2023 at 16:42
What is the intuition behind the attention mechanism?
Awarded Oct 24, 2023 at 15:46
How to use CNN for making predictions on non-image data?
Awarded Oct 17, 2023 at 5:21
Why is the n-step tree backup algorithm an off-policy algorithm?
Awarded Sep 29, 2023 at 2:33
Which machine learning algorithm can be used to identify patterns in a dataset of the cache performance of a CPU?
Awarded Sep 26, 2023 at 21:08
Is the expert system still in use today?
Awarded Sep 25, 2023 at 18:55
Why does training an SVM take so long? How can I speed it up?
Awarded Sep 23, 2023 at 16:32
How is it that AI can become biased, and what are the proposals to mitigate this?
Awarded Sep 10, 2023 at 22:15
Why do many AI bots feel the need to be know-it-alls?
Awarded Sep 1, 2023 at 8:51
Why are embeddings added, not concatenated?
Awarded Aug 30, 2023 at 2:26
Is there a venue to publish negative results in AI/ML domain?
Awarded Aug 1, 2023 at 14:04
Is Nassim Taleb right about AI not being able to accurately predict certain types of distributions?
Awarded Jul 29, 2023 at 22:35
How can you represent the state and action spaces for a card game in the case of a variable number of cards and actions?
Awarded Jul 28, 2023 at 14:34
How does the (decoder-only) transformer architecture work?
Awarded Jul 23, 2023 at 3:07
Are ReLUs incapable of solving certain problems?
Awarded Jul 4, 2023 at 5:00
Meaning of roles in the API of GPT-4/ChatGPT (system/user/assistant)
Awarded Jun 13, 2023 at 14:11
A mathematical explanation of Attention Mechanism
Awarded Jun 8, 2023 at 9:03
How can the convolution operation be implemented as a matrix multiplication?
Awarded May 31, 2023 at 6:36
Can machine learning algorithms be used to differentiate between small differences in details between images?
Awarded May 28, 2023 at 6:06
Why does ChatGPT fail in playing "20 questions"?
Awarded May 25, 2023 at 10:20
How do mutation and crossover work with real-valued chromosomes?
Awarded May 22, 2023 at 7:06
Why does a transformer not use an activation function following the multi-head attention layer?
Awarded May 21, 2023 at 13:41
What is the double sample problem in reinforcement learning?
Awarded May 17, 2023 at 9:36
What is the difference between self-supervised and unsupervised learning?
Awarded May 11, 2023 at 19:40
When should you not use the bias in a layer?
Awarded Apr 23, 2023 at 21:42
When should I use 3D convolutions?
Awarded Apr 11, 2023 at 21:55
What are the differences between an agent and a model?
Awarded Apr 6, 2023 at 19:04
Why LLMs and RNNs learn so fast during inference but, ironically, are so slow during training?
Awarded Apr 3, 2023 at 14:07
What exactly is the advantage of double DQN over DQN?
Awarded Apr 2, 2023 at 10:05
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