Artificial Intelligence

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Awarded 996 times.
Deep Q-Learning poor convergence on Stochastic Environment
Awarded 10 hours ago
Accuracy too high too fast? [closed]
Awarded 2 days ago
Unet Overfitting for binary segmentation of fake images
Awarded 2 days ago
Are methods of exhaustive search considered to be AI?
Awarded May 14 at 11:57
Why is my loss (binary cross entropy) converging on ~0.6? (Task: Natural Language Inference)
Awarded May 13 at 9:51
What is ergodicity in a Markov Decision Process (MDP)?
Awarded May 12 at 8:33
What is the difference between the US and global edition of the AIMA book by Russell and Norvig?
Awarded May 11 at 19:31
MCTS: How to choose the final action from the root
Awarded May 11 at 15:56
What are the reasons behind slow YOLO training?
Awarded May 10 at 20:41
What do symmetric weights mean and how does it make backpropagation biologically implausible?
Awarded May 10 at 10:33
How does Monte Carlo Exploring Starts work?
Awarded May 8 at 0:36
How much time does it take to train DQN on Atari environment?
Awarded May 6 at 21:47
How can I reduce the GPU memory usage with large images?
Awarded May 6 at 7:57
What is a graph neural network?
Awarded May 4 at 5:18
How to determine the embedding size?
Awarded May 2 at 16:51
Is there a limit to the increase of intelligence?
Awarded May 2 at 13:08
How to handle varying types and length of inputs in a feedforward neural network?
Awarded May 1 at 19:26
Can DQN perform better than Double DQN?
Awarded Apr 30 at 21:56
What is the difference between Sentiment Analysis and Emotion Recognition?
Awarded Apr 30 at 11:07
Are Q-learning and SARSA the same when action selection is greedy?
Awarded Apr 29 at 12:25
Why does this multiplication of $Q$ and $K$ have a variance of $d_k$, in scaled dot product attention?
Awarded Apr 28 at 0:21
How do we define the reward function for an environment?
Awarded Apr 27 at 14:11
What is Lipschitz constraint and why it is enforced on discriminator?
Awarded Apr 27 at 11:02
How should I implement the backward pass through a flatten layer of a CNN?
Awarded Apr 26 at 16:41
Why is the effective branching factor used for measuring performance of a heuristic function?
Awarded Apr 25 at 20:48
What is the space complexity for training a neural network using back-propagation?
Awarded Apr 25 at 16:56
What is the purpose of the GAN?
Awarded Apr 24 at 3:26
When to use Value Iteration vs. Policy Iteration
Awarded Apr 23 at 14:50
Why are decision trees and random forests scale invariant?
Awarded Apr 22 at 12:47
What are some datasets to train an MLP on simple tasks? [closed]
Awarded Apr 22 at 12:47
How to deal with the time delay in reinforcement learning?
Awarded Apr 21 at 18:07
How to deal with large (or NaN) neural network's weights?
Awarded Apr 21 at 14:16
Why is the learning rate generally beneath 1?
Awarded Apr 20 at 1:17
Transformers: How to use the target mask properly?
Awarded Apr 19 at 5:35
How do we determine whether a heuristic function is better than another?
Awarded Apr 19 at 3:41
Is there a difference in the architecture of deep reinforcement learning when multiple actions are performed instead of a single action?
Awarded Apr 18 at 9:36
Why do value iteration and policy iteration obtain similar policies even though they have different value functions?
Awarded Apr 17 at 5:41
OpenAI Gym: Multiple actions in one step
Awarded Apr 15 at 2:33
Why is no activation function needed for the output layer of a neural network for regression?
Awarded Apr 14 at 16:47
How come that the addition of features can decrease the performance of a neural network?
Awarded Apr 13 at 10:11
Can the optimal value of discount factor in Deep Reinforcement Learning be between 0.2 to 0.8?
Awarded Apr 11 at 18:27
What is the difference between LSTM and fully connected LSTM?
Awarded Apr 11 at 6:55
Why am I getting better performance with Thompson sampling than with UCB or $\epsilon$-greedy in a multi-armed bandit problem? [closed]
Awarded Apr 10 at 1:45
Is there any difference between reward and return in reinforcement learning?
Awarded Apr 9 at 18:56
How should I choose the target's update frequency in DQN?
Awarded Apr 8 at 16:50
How is the actor-critic algorithm guaranteed to converge?
Awarded Apr 5 at 12:43
Should the training data be the same in each epoch?
Awarded Apr 3 at 15:45
How and when should we update the Q-target in deep Q-learning?
Awarded Apr 3 at 12:33
Isn't attention mask for BERT model useless?
Awarded Mar 31 at 1:46
GPT-2: (Hardware) requirements for fine-tuning the 774M model [closed]
Awarded Mar 28 at 10:48
Why do we need both encoder and decoder in sequence to sequence prediction?
Awarded Mar 25 at 9:31
Is there an advantage in decaying $\epsilon$ during Q-Learning?
Awarded Mar 24 at 20:41
Difference between Neural Compute Stick 2 and Google Coral USB for edge computing [closed]
Awarded Mar 23 at 5:37
Has the Lovelace Test 2.0 been successfully used in an academic setting?
Awarded Mar 22 at 19:47
What's the commercial usage of "image captioning"?
Awarded Mar 21 at 9:31
How do neural networks play chess?
Awarded Mar 20 at 6:50
Can't solve Towers of Hanoi in PDDL
Awarded Mar 19 at 14:42
Why is there a sigmoid function in the hidden layer of a neural network? [duplicate]
Awarded Mar 19 at 7:28
What are some resources on computational learning theory?
Awarded Mar 16 at 21:32
solving xor function using a neural network with no hidden layers
Awarded Mar 15 at 1:09
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