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SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning

SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning

Steve Brunton via YouTube Direct link

Dictionary Learning and SINDy

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Dictionary Learning and SINDy

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Classroom Contents

SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning

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  1. 1 Intro
  2. 2 What is Reinforcement Learning?
  3. 3 Reinforcement Learning Drawbacks
  4. 4 Dictionary Learning and SINDy
  5. 5 SINDy-RL: Environment
  6. 6 SINDy-RL: Reward
  7. 7 SINDy-RL: Agent
  8. 8 SINDy-RL: Uncertainty Quantification
  9. 9 Recap and Outro

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