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Reinforcement Learning - Machine Learning Meets Control Theory

Reinforcement Learning - Machine Learning Meets Control Theory

Steve Brunton via YouTube Direct link

Mathematics of Reinforcement Learning

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Mathematics of Reinforcement Learning

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Reinforcement Learning - Machine Learning Meets Control Theory

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  1. 1 Introduction
  2. 2 Reinforcement Learning Overview
  3. 3 Mathematics of Reinforcement Learning
  4. 4 Markov Decision Process
  5. 5 Credit Assignment Problem
  6. 6 Optimization Techniques for RL
  7. 7 Examples of Reinforcement Learning
  8. 8 Q-Learning
  9. 9 Hindsight Replay

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