ReBeL - Combining Deep Reinforcement Learning and Search for Imperfect-Information Games

ReBeL - Combining Deep Reinforcement Learning and Search for Imperfect-Information Games

Yannic Kilcher via YouTube Direct link

- Intro & Overview

1 of 10

1 of 10

- Intro & Overview

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ReBeL - Combining Deep Reinforcement Learning and Search for Imperfect-Information Games

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  1. 1 - Intro & Overview
  2. 2 - Rock, Paper, and Double Scissor
  3. 3 - AlphaZero Tree Search
  4. 4 - Notation Setup: Infostates & Nash Equilibria
  5. 5 - One Card Poker: Introducing Belief Representations
  6. 6 - Solving Games in Belief Representation
  7. 7 - The ReBeL Algorithm
  8. 8 - Theory & Experiment Results
  9. 9 - Broader Impact
  10. 10 - High-Level Summary

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