Understanding Q* (Q-star) - From Q-Learning to Maximum Entropy Reinforcement Learning

Understanding Q* (Q-star) - From Q-Learning to Maximum Entropy Reinforcement Learning

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Residual Max-Entropy MC

9 of 13

9 of 13

Residual Max-Entropy MC

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Understanding Q* (Q-star) - From Q-Learning to Maximum Entropy Reinforcement Learning

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

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