Feng Chen

25 papers A* 5Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Efficient Communication via Self-Supervised Information Aggregation for Online and Offline Multiagent Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst.
Cong Guan, Feng Chen, Lei Yuan, Zongzhang Zhang, Yang Yu
2025 J jnl
Efficient Multi-Agent Cooperation Learning through Teammate Lookahead.
Trans. Mach. Learn. Res.
Feng Chen, Xinwei Chen, Rong-Jun Qin, Cong Guan, Lei Yuan, Zongzhang Zhang, Yang Yu
2025 J jnl
EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving.
CoRR
Shihan Dou, Ming Zhang, Chenhao Huang, Jiayi Chen, Feng Chen, Shichun Liu, Yan Liu, Chenxiao Liu, Cheng Zhong, Zongzhang Zhang, Tao Gui, Chao Xin, Wei Chengzhi, Lin Yan, Qi Zhang, Yonghui Wu, Xuanjing Huang
2025 J jnl
Learning to Coordinate With Different Teammates via Team Probing.
IEEE Trans. Neural Networks Learn. Syst.
Hao Ding, Chengxing Jia, Zongzhang Zhang, Cong Guan, Feng Chen, Lei Yuan, Yang Yu
2025 A* conf
Learning to Reuse Policies in State Evolvable Environments.
ICML
Ziqian Zhang, Bohan Yang, Lihe Li, Yuqi Bian, Ruiqi Xue, Feng Chen, Yi-Chen Li, Lei Yuan, Yang Yu
2025 — conf
Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling.
ACL (1)
Shihan Dou, Jiayi Chen, Chenhao Huang, Feng Chen, Wei Chengzhi, Huiyuan Zheng, Shichun Liu, Yan Liu, Chenxiao Liu, Chao Xin, Lin Yan, Zongzhang Zhang, Tao Gui, Qi Zhang, Xuanjing Huang
2025 J jnl
Open and real-world human-AI coordination by heterogeneous training with communication.
Frontiers Comput. Sci.
Cong Guan, Ke Xue, Chunpeng Fan, Feng Chen, Lichao Zhang, Lei Yuan, Chao Qian, Yang Yu
2024 J jnl
Communication-robust multi-agent learning by adaptable auxiliary multi-agent adversary generation.
Frontiers Comput. Sci.
Lei Yuan, Feng Chen, Zongzhang Zhang, Yang Yu
2024 — conf
Dynamics Adaptive Safe Reinforcement Learning with a Misspecified Simulator.
ECML/PKDD (7)
Ruiqi Xue, Ziqian Zhang, Lihe Li, Feng Chen, Yi-Chen Li, Yang Yu, Lei Yuan
2024 J jnl
Multi-agent policy transfer via task relationship modeling.
Sci. China Inf. Sci.
Rongjun Qin, Feng Chen, Tonghan Wang, Lei Yuan, Xiaoran Wu, Yipeng Kang, Zongzhang Zhang, Chongjie Zhang, Yang Yu
2024 J jnl
One by One, Continual Coordinating with Humans via Hyper-Teammate Identification.
Trans. Mach. Learn. Res.
Cong Guan, Feng Chen, Ke Xue, Chunpeng Fan, Lichao Zhang, Ziqian Zhang, Pengyao Zhao, Zongzhang Zhang, Chao Qian, Lei Yuan, Yang Yu
2024 J jnl
Robust cooperative multi-agent reinforcement learning via multi-view message certification.
Sci. China Inf. Sci.
Lei Yuan, Tao Jiang, Lihe Li, Feng Chen, Zongzhang Zhang, Yang Yu
2024 J jnl
Stable Continual Reinforcement Learning via Diffusion-based Trajectory Replay.
CoRR
Feng Chen, Fuguang Han, Cong Guan, Lei Yuan, Zhilong Zhang, Yang Yu, Zongzhang Zhang
2023 J jnl
Communication-Robust Multi-Agent Learning by Adaptable Auxiliary Multi-Agent Adversary Generation.
CoRR
Lei Yuan, Feng Chen, Zongzhang Zhang, Yang Yu
2023 J jnl
Efficient Communication via Self-supervised Information Aggregation for Online and Offline Multi-agent Reinforcement Learning.
CoRR
Cong Guan, Feng Chen, Lei Yuan, Zongzhang Zhang, Yang Yu
2023 J jnl
Efficient Human-AI Coordination via Preparatory Language-based Convention.
CoRR
Cong Guan, Lichao Zhang, Chunpeng Fan, Yichen Li, Feng Chen, Lihe Li, Yunjia Tian, Lei Yuan, Yang Yu
2023 — conf
Learning to Coordinate with Anyone.
DAI
Lei Yuan, Lihe Li, Ziqian Zhang, Feng Chen, Tianyi Zhang, Cong Guan, Yang Yu, Zhi-Hua Zhou
2023 J jnl
Learning to Coordinate with Anyone.
CoRR
Lei Yuan, Lihe Li, Ziqian Zhang, Feng Chen, Tianyi Zhang, Cong Guan, Yang Yu, Zhi-Hua Zhou
2023 A* conf
Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers.
AAAI
Lei Yuan, Ziqian Zhang, Ke Xue, Hao Yin, Feng Chen, Cong Guan, Lihe Li, Chao Qian, Yang Yu
2023 J jnl
Robust Multi-agent Communication via Multi-view Message Certification.
CoRR
Lei Yuan, Tao Jiang, Lihe Li, Feng Chen, Zongzhang Zhang, Yang Yu
2023 J jnl
Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackers.
CoRR
Lei Yuan, Ziqian Zhang, Ke Xue, Hao Yin, Feng Chen, Cong Guan, Lihe Li, Chao Qian, Yang Yu
2023 A* conf
Towards Deployment-Efficient and Collision-Free Multi-Agent Path Finding (Student Abstract).
AAAI
Feng Chen, Chenghe Wang, Fuxiang Zhang, Hao Ding, Qiaoyong Zhong, Shiliang Pu, Zongzhang Zhang
2022 A* conf
Efficient Multi-agent Communication via Self-supervised Information Aggregation.
NeurIPS
Cong Guan, Feng Chen, Lei Yuan, Chenghe Wang, Hao Yin, Zongzhang Zhang, Yang Yu
2022 A* conf
Multi-Agent Concentrative Coordination with Decentralized Task Representation.
IJCAI
Lei Yuan, Chenghe Wang, Jianhao Wang, Fuxiang Zhang, Feng Chen, Cong Guan, Zongzhang Zhang, Chongjie Zhang, Yang Yu
2022 J jnl
Multi-Agent Policy Transfer via Task Relationship Modeling.
CoRR
Rongjun Qin, Feng Chen, Tonghan Wang, Lei Yuan, Xiaoran Wu, Zongzhang Zhang, Chongjie Zhang, Yang Yu