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