Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers. - Lei Yuan 005; Ziqian Zhang; Ke Xue 001; Hao Yin; Feng Chen 042; Cong Guan; Lihe Li; Chao Qian 001; Yang Yu 001 (AAAI, 2023)

Learning to Coordinate with Anyone. - Lei Yuan 005; Lihe Li; Ziqian Zhang; Feng Chen 042; Tianyi Zhang; Cong Guan; Yang Yu 001; Zhi-Hua Zhou (DAI, 2023)

Fast Teammate Adaptation in the Presence of Sudden Policy Change. - Ziqian Zhang; Lei Yuan 005; Lihe Li; Ke Xue 001; Chengxing Jia; Cong Guan; Chao Qian 001; Yang Yu 001 (UAI, 2023)

Robust Multi-agent Communication via Multi-view Message Certification. - Lei Yuan 005; Tao Jiang; Lihe Li; Feng Chen 042; Zongzhang Zhang; Yang Yu 001 (CoRR, 2023)

Multi-agent Continual Coordination via Progressive Task Contextualization. - Lei Yuan 005; Lihe Li; Ziqian Zhang; Fuxiang Zhang; Cong Guan; Yang Yu 001 (CoRR, 2023)

Efficient Human-AI Coordination via Preparatory Language-based Convention. - Cong Guan; Lichao Zhang; Chunpeng Fan; Yichen Li; Feng Chen 042; Lihe Li; Yunjia Tian; Lei Yuan 005; Yang Yu 001 (CoRR, 2023)

A Survey of Progress on Cooperative Multi-agent Reinforcement Learning in Open Environment. - Lei Yuan 005; Ziqian Zhang; Lihe Li; Cong Guan; Yang Yu 001 (CoRR, 2023)

Cost-aware Offline Safe Meta Reinforcement Learning with Robust In-Distribution Online Task Adaptation. - Cong Guan; Ruiqi Xue; Ziqian Zhang; Lihe Li; Yi-Chen Li 001; Lei Yuan 005; Yang Yu 001 (AAMAS, 2024)

Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal. - Lihe Li; Ruotong Chen; Ziqian Zhang; Zhichao Wu; Yi-Chen Li 001; Cong Guan; Yang Yu 001; Lei Yuan 005 (IJCAI, 2024)

Multi-Agent Domain Calibration with a Handful of Offline Data. - Tao Jiang; Lei Yuan 005; Lihe Li; Cong Guan; Zongzhang Zhang; Yang Yu 001 (NeurIPS, 2024)

Dynamics Adaptive Safe Reinforcement Learning with a Misspecified Simulator. - Ruiqi Xue; Ziqian Zhang; Lihe Li; Feng Chen 042; Yi-Chen Li 001; Yang Yu 001; Lei Yuan 005 (ECML/PKDD (7), 2024)

Robust cooperative multi-agent reinforcement learning via multi-view message certification. - Lei Yuan 005; Tao Jiang; Lihe Li; Feng Chen 042; Zongzhang Zhang; Yang Yu 001 (Sci. China Inf. Sci., 2024)

Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching. - Lei Yuan 005; Yuqi Bian; Lihe Li; Ziqian Zhang; Cong Guan; Yang Yu 001 (ICLR, 2025)

Multiagent Continual Coordination via Progressive Task Contextualization. - Lei Yuan 005; Lihe Li; Ziqian Zhang; Fuxiang Zhang; Cong Guan; Yang Yu 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)