ML Anthology

Cui, Qiwen

18 publications

ICLR 2024 A Black-Box Approach for Non-Stationary Multi-Agent Reinforcement Learning Haozhe Jiang, Qiwen Cui, Zhihan Xiong, Maryam Fazel, Simon Shaolei Du
ICLR 2024 Free from Bellman Completeness: Trajectory Stitching via Model-Based Return-Conditioned Supervised Learning Zhaoyi Zhou, Chuning Zhu, Runlong Zhou, Qiwen Cui, Abhishek Gupta, Simon Shaolei Du
NeurIPS 2024 Learning Optimal Tax Design in Nonatomic Congestion Games Qiwen Cui, Maryam Fazel, Simon S. Du
COLT 2024 Refined Sample Complexity for Markov Games with Independent Linear Function Approximation (Extended Abstract) Yan Dai, Qiwen Cui, Simon S. Du
COLT 2023 Breaking the Curse of Multiagents in a Large State Space: RL in Markov Games with Independent Linear Function Approximation Qiwen Cui, Kaiqing Zhang, Simon Du
ICMLW 2023 Breaking the Curse of Multiagents in a Large State Space: RL in Markov Games with Independent Linear Function Approximation Qiwen Cui, Kaiqing Zhang, Simon Shaolei Du
ICMLW 2023 Breaking the Curse of Multiagents in a Large State Space: RL in Markov Games with Independent Linear Function Approximation Qiwen Cui, Kaiqing Zhang, Simon Shaolei Du
NeurIPSW 2023 Free from Bellman Completeness: Trajectory Stitching via Model-Based Return-Conditioned Supervised Learning Zhaoyi Zhou, Chuning Zhu, Runlong Zhou, Qiwen Cui, Abhishek Gupta, Simon Shaolei Du
ICLR 2023 Offline Congestion Games: How Feedback Type Affects Data Coverage Requirement Haozhe Jiang, Qiwen Cui, Zhihan Xiong, Maryam Fazel, Simon Shaolei Du
NeurIPS 2022 Learning in Congestion Games with Bandit Feedback Qiwen Cui, Zhihan Xiong, Maryam Fazel, Simon S Du
NeurIPS 2022 Near-Optimal Randomized Exploration for Tabular Markov Decision Processes Zhihan Xiong, Ruoqi Shen, Qiwen Cui, Maryam Fazel, Simon S Du
NeurIPS 2022 On Gap-Dependent Bounds for Offline Reinforcement Learning Xinqi Wang, Qiwen Cui, Simon S Du
NeurIPS 2022 Provably Efficient Offline Multi-Agent Reinforcement Learning via Strategy-Wise Bonus Qiwen Cui, Simon S Du
NeurIPS 2022 When Are Offline Two-Player Zero-Sum Markov Games Solvable? Qiwen Cui, Simon S Du
ICLRW 2022 When Is Offline Two-Player Zero-Sum Markov Game Solvable? Qiwen Cui, Simon Shaolei Du
UAI 2021 Minimax Sample Complexity for Turn-Based Stochastic Game Qiwen Cui, Lin F. Yang
ICML 2021 Randomized Exploration in Reinforcement Learning with General Value Function Approximation Haque Ishfaq, Qiwen Cui, Viet Nguyen, Alex Ayoub, Zhuoran Yang, Zhaoran Wang, Doina Precup, Lin Yang
NeurIPS 2020 Is Plug-in Solver Sample-Efficient for Feature-Based Reinforcement Learning? Qiwen Cui, Lin Yang