This repository is a study of interesting characteristics of the robust value iteration algorithm. In particular, we introduce RPVL in our paper which considers finite-horizon tabular MDP. Gambler's problem (or Gambler's Ruin) is a simple yet nice example for us to characterize the behavior of an optimal robust policy.
forked from zaiyan-x/RPVL
-
Notifications
You must be signed in to change notification settings - Fork 0
ruiiu/RPVL
Folders and files
| Name | Name | Last commit message | Last commit date | |
|---|---|---|---|---|
Repository files navigation
About
Code for Improved Sample Complexity Bounds for Distributionally Robust Reinforcement Learning [AISTATS'23]
Resources
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published
Languages
- Jupyter Notebook 100.0%