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Reinforcement Learning
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- 1 Intro
- 2 Pavlovian conditioning
- 3 Associative learning theory
- 4 Examples
- 5 Probabilistic interpretation
- 6 What's missing?
- 7 The Kalman filter
- 8 Some intuitions
- 9 Backward blocking
- 10 Modeling recovery phenomena
- 11 Sequential decision problems
- 12 Long-term reward prediction
- 13 Prediction errors
- 14 Temporal difference learning
- 15 Stimulus representation
- 16 Behavioral implications of TD
- 17 Dopamine
