- Associate Professor
- ying.wen AT sjtu DOT edu DOT cn
- https://yingwen.io
Ying Wen
About
Associate Professor (tenure-track)
John Hopcroft Center for Computer Science
Shanghai Jiao Tong University
John Hopcroft Center for Computer Science
Shanghai Jiao Tong University
Research Interests
Reinforcement Learning, Multi-Agent System, Game Theory
Selected Publications
Ying Wen*, Yaodong Yang*, Liheng Chen, Jun Wang, Kun Shao, David Mguni, Weinan Zhang. Multi-Agent Determinantal Q-Learning. ICML, 2020.
Ying Wen*, Zheng Tian*, Zhicheng Gong, Faiz Punakkath, Shihao Zou, Jun Wang. A Regularized Opponent Model with Maximum Entropy Objective. IJCAI, 2019.
Ying Wen, Yaodong Yang, Rui Luo, Jun Wang, Wei Pan. Probabilistic Recursive Reasoning for Multi-Agent Reinforcement Learning. ICLR, 2019.
Ying Wen, Peng Peng, Yaodong Yang, Quan Yuan, Zhenkun Tang, Haitao Long, Jun Wang. Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games. NIPS17 Emergent Communication Workshop, 2017.
Ying Wen, Yaodong Yang, Rui Luo, Jun Wang. Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning. IJCAI, 2020.
Ying Wen*, Zheng Tian*, Zhicheng Gong, Faiz Punakkath, Shihao Zou, Jun Wang. A Regularized Opponent Model with Maximum Entropy Objective. IJCAI, 2019.
Ying Wen, Yaodong Yang, Rui Luo, Jun Wang, Wei Pan. Probabilistic Recursive Reasoning for Multi-Agent Reinforcement Learning. ICLR, 2019.
Haifeng Zhang, Jun Wang, Zhiming Zhou, Weinan Zhang, Ying Wen, Yong Yu, Wenxin Li. Learning to Design Games: Strategic Environments in Deep Reinforcement Learning. IJCAI, 2018.
Yaodong Yang, Lantao Yu, Yiwei Bai, Ying Wen, Weinan Zhang, Jun Wang. A Study of AI Population Dynamics with Million-agent Reinforcement Learning. AAMAS, 2018.
Ying Wen, Peng Peng, Yaodong Yang, Quan Yuan, Zhenkun Tang, Haitao Long, Jun Wang. Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games. NIPS17 Emergent Communication Workshop, 2017.