Cui, Qiwen

1. Randomized Exploration for Reinforcement Learning with General Value Function Approximation
   2021/06/15 by Ishfaq, Haque, Cui, Qiwen, Nguyen, Viet +5 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Provably Efficient Offline Multi-agent Reinforcement Learning via Strategy-wise Bonus
   2022/06/01 by Qiwen Cui, Cui, Qiwen, Simon S. Du +1 · 2 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
3. Breaking the Curse of Multiagents in a Large State Space: RL in Markov Games with Independent Linear Function Approximation
   2023/02/07 by Cui, Qiwen, Zhang, Kaiqing, Du, Simon S. · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA)
4. Preference-Based Multi-Agent Reinforcement Learning: Data Coverage and Algorithmic Techniques
   2024/09/01 by N Zhang, Zhang, Natalia, Xinqi Wang +9 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
5. Learning in Congestion Games with Bandit Feedback
   2022/06/04 by Qiwen Cui, Cui, Qiwen, Zhihan Xiong +5 · 1 citation
   Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA)
6. On Gap-dependent Bounds for Offline Reinforcement Learning
   2022/06/01 by Xinqi Wang, Qiwen Cui, Wang, Xinqi +3 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
7. A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning
   2023/06/12 by Jiang, Haozhe, Cui, Qiwen, Xiong, Zhihan +2 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA)
8. Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning
   2023/10/30 by Zhou, Zhaoyi, Zhu, Chuning, Zhou, Runlong +3 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)