Guan, Cong

13 publications

NeurIPS 2025 Adaptable Safe Policy Learning from Multi-Task Data with Constraint Prioritized Decision Transformer Ruiqi Xue, Ziqian Zhang, Lihe Li, Cong Guan, Lei Yuan, Yang Yu

TMLR 2025 Efficient Multi-Agent Cooperation Learning Through Teammate Lookahead Feng Chen, Xinwei Chen, Rong-Jun Qin, Cong Guan, Lei Yuan, Zongzhang Zhang, Yang Yu

ICLR 2025 Efficient Multi-Agent Offline Coordination via Diffusion-Based Trajectory Stitching Lei Yuan, Yuqi Bian, Lihe Li, Ziqian Zhang, Cong Guan, Yang Yu

ICML 2025 Step-DAD: Semi-Amortized Policy-Based Bayesian Experimental Design Marcel Hedman, Desi R. Ivanova, Cong Guan, Tom Rainforth

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

ICLRW 2024 Efficient Human-AI Coordination via Preparatory Language-Based Convention Cong Guan, Lichao Zhang, Chunpeng Fan, Yi-Chen Li, Feng Chen, Lihe Li, Yunjia Tian, Lei Yuan, Yang Yu

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

TMLR 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

ICML 2024 Quality-Diversity with Limited Resources Ren-Jian Wang, Ke Xue, Cong Guan, Chao Qian

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

AAAI 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

NeurIPS 2022 Efficient Multi-Agent Communication via Self-Supervised Information Aggregation Cong Guan, Feng Chen, Lei Yuan, Chenghe Wang, Hao Yin, Zongzhang Zhang, Yang Yu

IJCAI 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