README.md

Tutorials for advanced cognitive computational neuroscience

Contributor:

Zeming Fang, [email protected]

Ru-Yuan Zhang, [email protected]

Jieying Zhang,

TOC

1. Dynamic programming
   1. Value iteration
   2. Policy iteraction
2. Temporal difference learning
   1. TD-learning
3. DQN
4. Model-based planning
   1. Monte Carlo Tree Cearch (MCTS)
5. Policy gradient
   1. REINFORCE