Reinforcement Learning

Reinforcement Learning

https://www.youtube.com/@AAmini/videos via YouTube Direct link

- Deeper into the Q function

5 of 14

5 of 14

- Deeper into the Q function

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Classroom Contents

Reinforcement Learning

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  1. 1 - Introduction
  2. 2 - Classes of learning problems
  3. 3 - Definitions
  4. 4 - The Q function
  5. 5 - Deeper into the Q function
  6. 6 - Deep Q Networks
  7. 7 - Atari results and limitations
  8. 8 - Policy learning algorithms
  9. 9 - Discrete vs continuous actions
  10. 10 - Training policy gradients
  11. 11 - RL in real life
  12. 12 - VISTA simulator
  13. 13 - AlphaGo and AlphaZero and MuZero
  14. 14 - Summary

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