RL Theory
Notes
Name | Tags |
---|---|
ALGORITHMS (overview) | CS 234 |
RL Basic Theory | CS 234Fundamentals |
RL Advanced Theory | CS 234CS 285Fundamentals |
Learning from a Model (tabular) | CS 234Model-BasedTabularValue |
Model-Free Policy Evaluation (tabular) | CS 234TabularValue |
Model-Free Control (tabular) | CS 234TabularValue |
RL with function approximation | CS 234CS 285Value |
Eligibility Traces | Value |
Successor Features, Gamma Models | Value |
Policy Search | CS 234CS 285Policy |
Advanced Policy Search | CS 234CS 285Policy |
Bandits | CS 234Exploration |
MDP Exploration | CS 234Exploration |
Coordinated Exploration | CS 234Exploration |
Offline RL: Evaluation | CS 234Offline RL |
Offline RL: Control | CS 234Offline RL |