Prati
Xiaoyan Hu
Xiaoyan Hu
PhD of Computer Science and Engineering, The Chinese University of Hong Kong
Potvrđena adresa e-pošte na link.cuhk.edu.hk - Početna stranica
Naslov
Citirano
Citirano
Godina
Provably Efficient CVaR RL in Low-rank MDPs
Y Zhao, W Zhan, X Hu, H Leung, F Farnia, W Sun, JD Lee
arXiv preprint arXiv:2311.11965, 2023
22023
A Tighter Problem-Dependent Regret Bound for Risk-Sensitive Reinforcement Learning
X Hu, HF Leung
International Conference on Artificial Intelligence and Statistics, 5411-5437, 2023
12023
Provably (More) Sample-Efficient Offline RL with Options
X Hu, H Leung
Advances in Neural Information Processing Systems 36, 2024
2024
An Information Theoretic Approach to Interaction-Grounded Learning
X Hu, F Farnia, H Leung
arXiv preprint arXiv:2401.05015, 2024
2024
Provably Efficient Offline RL with Options
X Hu, H Leung
Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023
2023
A Fast-Convergence Method of Monte Carlo Counterfactual Regret Minimization for Imperfect Information Dynamic Games
X Hu, L Xia, J Yang, Q Zhao
2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS …, 2020
2020
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