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tnfru
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4 votes

Is it possible to tell the Reinforcement Learning agent some rules directly without any constraints?

2 votes
Accepted

What do equations 1 and 3 describe in the "Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels" paper?

1 vote

Are calculus and differential geometry required for building neural networks?

1 vote
Accepted

A comparison of Expert Systems and Machine Learning approaches in terms of run-time-efficiency and time/space complexity

1 vote

How are rewards calculated for episodic tasks like playing chess or tic-tac-toe?

1 vote

What are the mathematical properties of natural exponential function that lead to its usefulness in artificial intelligence?

1 vote

When to activate batch normalization and dropout in deep Q-learning?

1 vote

Why don't we bootstrap terminal state in n-step temporal difference prediction update equation?

1 vote

How to prove importance sampling ratio is uncorrelated with action-value (or state-value) estimate?

1 vote

When would you use Evolutionary Strategies over Step-Based Reinforcement Learning

0 votes

Why I got the same action when testing the A2C?

0 votes
Accepted

Implementing Multiple NNs in one DQN model?

0 votes

Is knowing the class of probability density function mandatory for explicit density estimation?