Artificial Intelligence
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David Ireland
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Votes Newest
8
Why state-action value function as an expected value of the return and state value function, does not need to follow policy?
Jun 6 '20
8
Are Q-learning and SARSA the same when action selection is greedy?
May 11 '20
7
Why do we need importance sampling?
Jan 4
6
Why do feedforward neural networks require the inputs to be of a fixed size, while RNNs can process variable-size inputs?
Feb 4
6
How can a probability density value be used for the likelihood calculation?
Jan 8
6
Is this proof of $\epsilon$-greedy policy improvement correct?
May 27 '20
5
What is the difference between Q-learning, Deep Q-learning and Deep Q-network?
Jan 22
5
Why does Q-learning converge under 100% exploration rate?
Feb 20
5
What does the notation $\mathcal{N}(z; \mu, \sigma)$ stand for in statistics?
Aug 23 '20
5
What exactly are the "parameters" in GPT-3's 175 billion parameters and how are they chosen/generated?
Jul 28 '20
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14
Why does the design of heuristics require considerable domain knowledge?
6
Budgeted max cut heuristic

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