Feng Chen

According to our database, Feng Chen authored at least 20 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving.

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

CoRR, June, 2025

Efficient Communication via Self-Supervised Information Aggregation for Online and Offline Multiagent Reinforcement Learning.

Cong Guan, Feng Chen, Lei Yuan, Zongzhang Zhang, Yang Yu

IEEE Trans. Neural Networks Learn. Syst., May, 2025

Open and real-world human-AI coordination by heterogeneous training with communication.

Cong Guan, Ke Xue, Chunpeng Fan, Feng Chen, Lichao Zhang, Lei Yuan, Chao Qian, Yang Yu

Frontiers Comput. Sci., April, 2025

Efficient Multi-Agent Cooperation Learning through Teammate Lookahead.

Feng Chen, Xinwei Chen, Rong-Jun Qin, Cong Guan, Lei Yuan, Zongzhang Zhang, Yang Yu

Trans. Mach. Learn. Res., 2025

Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling.

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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Communication-robust multi-agent learning by adaptable auxiliary multi-agent adversary generation.

Lei Yuan, Feng Chen, Zongzhang Zhang, Yang Yu

Frontiers Comput. Sci., December, 2024

One by One, Continual Coordinating with Humans via Hyper-Teammate Identification.

Cong Guan, Feng Chen, Ke Xue, Chunpeng Fan, Lichao Zhang, Ziqian Zhang, Pengyao Zhao, Zongzhang Zhang, Chao Qian, Lei Yuan, Yang Yu

Trans. Mach. Learn. Res., 2024

Stable Continual Reinforcement Learning via Diffusion-based Trajectory Replay.

Feng Chen, Fuguang Han, Cong Guan, Lei Yuan, Zhilong Zhang, Yang Yu, Zongzhang Zhang

CoRR, 2024

Robust cooperative multi-agent reinforcement learning via multi-view message certification.

Lei Yuan, Tao Jiang, Lihe Li, Feng Chen, Zongzhang Zhang, Yang Yu

Sci. China Inf. Sci., 2024

Multi-agent policy transfer via task relationship modeling.

Rongjun Qin, Feng Chen, Tonghan Wang, Lei Yuan, Xiaoran Wu, Yipeng Kang, Zongzhang Zhang, Chongjie Zhang, Yang Yu

Sci. China Inf. Sci., 2024

Dynamics Adaptive Safe Reinforcement Learning with a Misspecified Simulator.

Ruiqi Xue, Ziqian Zhang, Lihe Li, Feng Chen, Yi-Chen Li, Yang Yu, Lei Yuan

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023

Efficient Human-AI Coordination via Preparatory Language-based Convention.

Cong Guan, Lichao Zhang, Chunpeng Fan, Yichen Li, Feng Chen, Lihe Li, Yunjia Tian, Lei Yuan, Yang Yu

CoRR, 2023

Robust Multi-agent Communication via Multi-view Message Certification.

Lei Yuan, Tao Jiang, Lihe Li, Feng Chen, Zongzhang Zhang, Yang Yu

CoRR, 2023

Efficient Communication via Self-supervised Information Aggregation for Online and Offline Multi-agent Reinforcement Learning.

Cong Guan, Feng Chen, Lei Yuan, Zongzhang Zhang, Yang Yu

CoRR, 2023

Learning to Coordinate with Anyone.

Lei Yuan, Lihe Li, Ziqian Zhang, Feng Chen, Tianyi Zhang, Cong Guan, Yang Yu, Zhi-Hua Zhou

Proceedings of the Fifth International Conference on Distributed Artificial Intelligence, 2023

Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers.

Lei Yuan, Ziqian Zhang, Ke Xue, Hao Yin, Feng Chen, Cong Guan, Lihe Li, Chao Qian, Yang Yu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Towards Deployment-Efficient and Collision-Free Multi-Agent Path Finding (Student Abstract).

Feng Chen, Chenghe Wang, Fuxiang Zhang, Hao Ding, Qiaoyong Zhong, Shiliang Pu, Zongzhang Zhang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Multi-Agent Policy Transfer via Task Relationship Modeling.

Rongjun Qin, Feng Chen, Tonghan Wang, Lei Yuan, Xiaoran Wu, Zongzhang Zhang, Chongjie Zhang, Yang Yu

CoRR, 2022

Efficient Multi-agent Communication via Self-supervised Information Aggregation.

Cong Guan, Feng Chen, Lei Yuan, Chenghe Wang, Hao Yin, Zongzhang Zhang, Yang Yu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-Agent Concentrative Coordination with Decentralized Task Representation.

Lei Yuan, Chenghe Wang, Jianhao Wang, Fuxiang Zhang, Feng Chen, Cong Guan, Zongzhang Zhang, Chongjie Zhang, Yang Yu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022