Reinforcement Learning Course - Full Machine Learning Tutorial

Reinforcement Learning Course - Full Machine Learning Tutorial

freeCodeCamp.org via freeCodeCamp Direct link

Intro

1 of 17

1 of 17

Intro

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Reinforcement Learning Course - Full Machine Learning Tutorial

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  1. 1 Intro
  2. 2 Intro to Deep Q Learning
  3. 3 How to Code Deep Q Learning in Tensorflow
  4. 4 Deep Q Learning with Pytorch Part 1: The Q Network
  5. 5 Deep Q Learning with Pytorch part 2: Coding the Agent
  6. 6 Deep Q Learning with Pytorch part
  7. 7 Intro to Policy Gradients 3: Coding the main loop
  8. 8 How to Beat Lunar Lander with Policy Gradients
  9. 9 How to Beat Space Invaders with Policy Gradients
  10. 10 How to Create Your Own Reinforcement Learning Environment Part 1
  11. 11 How to Create Your Own Reinforcement Learning Environment Part 2
  12. 12 Fundamentals of Reinforcement Learning
  13. 13 Markov Decision Processes
  14. 14 The Explore Exploit Dilemma
  15. 15 Reinforcement Learning in the Open AI Gym: SARSA
  16. 16 Reinforcement Learning in the Open AI Gym: Double Q Learning
  17. 17 Conclusion

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