An Intuition-Based Approach to Reinforcement Learning

An Intuition-Based Approach to Reinforcement Learning

Open Data Science via YouTube Direct link

- Discount Factor ā€œgā€

5 of 17

5 of 17

- Discount Factor ā€œgā€

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An Intuition-Based Approach to Reinforcement Learning

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  1. 1 - Introductions
  2. 2 - What is the Goal
  3. 3 - Exploit Versus Explore
  4. 4 - Greedy Versus Epsilon-Greedy
  5. 5 - Discount Factor ā€œgā€
  6. 6 - Calculating Rewards
  7. 7 - Pseudo Code
  8. 8 - Working With Q-Tables 1
  9. 9 - Working With Q-Tables 2
  10. 10 - Online Q-Table
  11. 11 - States & Actions
  12. 12 - TD Learning vs Monte Carlo
  13. 13 - From DRA to MDP
  14. 14 - Stochastic Actions
  15. 15 - OpenAI CartPole
  16. 16 - More Terminology
  17. 17 - Useful Links

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