15 Neuroscience

15.1 Neuroscience Basics

Neurons

• dendrites 树突
• axon 神经轴突
• action potentials 动作电位
• spike 峰电位
• axonal arbor 树状轴突?
• synapse 突触

15.2 Reward Signals, Reinforcement Signals, Values, and Prediction Errors

15.3 The Reward Prediction Error Hypothesis

15.4 Dopamine

15.5 Experimental Support for the Reward Prediction Error Hypothesis

15.6 TD Error/Dopamine Correspondence

15.7 Neural Actor-Critic

15.8 Actor and Critic Learning Rules

15.9 Hedonistic Neurons

15.10 Collective Reinforcement Learning

15.11 Model-based Methods in the Brain

15.12 Addiction

15.13 Summary