Reinforcement Learning in Neuroscience
Reinforcement Learning Crash Course by Viviane Clay
0:00:45 Dopamine
0:02:26 Reward Prediction Error Hypothesis
0:05:06 Experimental Evidence
0:13:05 Neural Actor-Critic
0:19:18 STDP
0:21:53 Hedonistic Neurons
0:24:29 Collective Reinforcement Learning
0:30:36 Model Based Methods in the Brain
0:33:45 Addiction
0:35:50 Computational Psychiatry
If you are looking for a DeepRL perspective on this, check out this paper by Botvinick et. al.: https://arxiv.org/pdf/2007.03750.pdf