(ICLR 2024) Sample-Efficient Multi-Agent RL: An Optimization Perspective
Published in International Conference on Learning Representations, 2024
Nuoya Xiong*, Zhihan Liu*, Zhaoran Wang, Zhuoran Yang
Publications
You can find my articles on Google Scholar
(ICLR 2024 spotlight) How Over-Parameterization Slows Down Gradient Descent in Matrix Sensing: The Curses of Symmetry and Initialization
Published in International Conference on Learning Representations, 2024
Nuoya Xiong, Lijun Ding, Simon S. Du
(Neurips 2023) Provably Safe Reinforcement Learning with Step-wise Violation Constraints
Published in Thirty-seventh Conference on Neural Information Processing Systems, 2023
Nuoya Xiong, Yihan Du, Longbo Huang
A General Framework for Sequential Decision-Making under Adaptivity Constraints
Published in Preprint, 2023
Nuoya Xiong, Zhaoran Wang, Zhuoran Yang
Combinatorial Causal Bandits without Graph Skeleton
Published in Preprint, 2023
Feng Shi*, Nuoya Xiong*, Wei Chen
(ICLR 2023) Combinatorial Pure Exploration of Causal Bandits
Published in Twelfth International Conference on Learning Representations, 2023
Nuoya Xiong, Wei Chen