Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation
Zhishuai Liu · Pan Xu
Duke University
Official implementation of the paper "Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation", which is published in the Proceedings of the 27th International Conference on Artificial Intelligence and Statistics (AISTATS).
- python == 3.7
- scipy == 1.7.3
- matplotlib == 2.2.3
- numpy == 1.21.6
@inproceedings{liu2024distributionally,
title={Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation},
author={Liu, Zhishuai and Xu, Pan},
booktitle={International Conference on Artificial Intelligence and Statistics},
year={2024}
}