Skip to content

fangzefunny/rl-tutorial

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

28 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

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

About

A tutorial to dynamic programming

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors 3

  •  
  •  
  •