The Prefrontal Cortex as a Meta-Reinforcement Learning System

The Prefrontal Cortex as a Meta-Reinforcement Learning System

Simons Institute via YouTube Direct link

Introduction

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1 of 20

Introduction

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The Prefrontal Cortex as a Meta-Reinforcement Learning System

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  1. 1 Introduction
  2. 2 Why is it relevant
  3. 3 Recurrent Neural Networks
  4. 4 Neuroscience and AI
  5. 5 Brendan Lake and Atari
  6. 6 Brendans Background Knowledge
  7. 7 Learning to Learn
  8. 8 Learning vs Inference
  9. 9 Multilayer Perceptron
  10. 10 Recurrent Neural Network
  11. 11 Bandit Problems
  12. 12 Harlows Task
  13. 13 Two Neuroscience
  14. 14 Hippocampal Amnesia
  15. 15 Neuroscience
  16. 16 Inferred Value Effect
  17. 17 Other Simulations
  18. 18 Summary
  19. 19 virtuous circle
  20. 20 collaborators

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