Plublications
Google Scholar: Yue Wang's Google Scholar
Conference Publications
A Unified Principle of Pessimism for Offline Reinforcement Learning under Model Mismatch
Y. Wang, Z. Sun, S. Zou
Conference on Neural Information Processing Systems (NeurIPS), 2024
Y. Wang, Y. Wang, Y. Zhou, S. Zou
International Conference on Machine Learning (ICML), Jul. 2024
Y. Wang, S. Zou, Y. Wang
Conference on Uncertainty in Artificial Intelligence (UAI), Barcelona, Spain, Jul. 2024
Y. Wang, A. Velasquez, G. Atia, A. Prater-Bennette, S. Zou
International Conference on Machine Learning (ICML), Hawaii, USA, Jul. 2023
A Robust and Constrained Multi-Agent Reinforcement Learning Method for Electric Vehicle AMoD Systems
S. He, Y. Wang, S. Han, S. Zou, F. Miao
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023 (Short version in AI4ABM Workshop at the International Conference on Learning Representations (ICLR), 2023)
Y. Wang, A. Velasquez, G. Atia, A. Prater-Bennette, S. Zou
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), Washington, DC, USA, Feb. 2023
Data-Driven Robust Multi-Agent Reinforcement Learning
Y. Wang, Y. Wang, Y. Zhou, A. Velasquez, S. Zou
IEEE International Workshop on MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP), 2022Policy Gradient Method for Robust Reinforcement Learning
Y. Wang, S. Zou
International Conference on Machine Learning (ICML), Baltimore, USA, Jul. 2022Online Robust Reinforcement Learning with Model Uncertainty
Y. Wang, S. Zou
Conference on Neural Information Processing Systems (NeurIPS), Virtual, Dec. 2021Non-Asymptotic Analysis for Two Time-scale TDC with General Smooth Function Approximation
Y. Wang, Y. Zhou, S. Zou
Conference on Neural Information Processing Systems (NeurIPS), Virtual, Dec. 2021Finite-sample Analysis of Greedy-GQ with Linear Function Approximation under Markovian Noise
Y. Wang, S. Zou
Conference on Uncertainty in Artificial Intelligence (UAI), Aug. 2020
Journal Publications
Y. Wang, J. Xiong, S. Zou
Transactions on Machine Learning Research, 2024.
Provably Efficient Offline Reinforcement Learning with Trajectory-Wise Reward
T. Xu, Y. Wang, S. Zou, Y. Liang
IEEE Transactions on Information Theory, 2024.
Y. Wang, Y. Zhou, S. Zou
Machine Learning, Springer, 2024.
Robust Average-Reward Reinforcement Learning
Y. Wang, A. Velasquez, G. Atia, A. Prater-Bennette, S. Zou
Journal of Artificial Intelligence Research, 2024.
Selected Preprints
Y. Wang, F. Miao, S. Zou