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Residual Q-Learning Oct 2023
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Classroom Contents
Understanding Q* (Q-star) - From Q-Learning to Maximum Entropy Reinforcement Learning
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- 1 What is Q?
- 2 Q function explained
- 3 Q-learning update rule Bellman
- 4 Markov Decision Process
- 5 We compute Q
- 6 Residual Q-Learning Oct 2023
- 7 Policy customization, multi tasks
- 8 Residual Soft Actor Critic
- 9 Residual Max-Entropy MC
- 10 Q* a soft Q-function Oct 2023
- 11 Q* in Max Entropy RL
- 12 Q* dev by OpenAI & Berkeley
- 13 Maximum Entropy Policies w/ Q star
