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Lei Yuan

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Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation

Mar 12, 2024
Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chen-Xiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu

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Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics

Feb 17, 2024
Xinyu Zhang, Wenjie Qiu, Yi-Chen Li, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu

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Efficient Human-AI Coordination via Preparatory Language-based Convention

Nov 01, 2023
Cong Guan, Lichao Zhang, Chunpeng Fan, Yichen Li, Feng Chen, Lihe Li, Yunjia Tian, Lei Yuan, Yang Yu

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Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackers

May 10, 2023
Lei Yuan, Zi-Qian Zhang, Ke Xue, Hao Yin, Feng Chen, Cong Guan, Li-He Li, Chao Qian, Yang Yu

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Communication-Robust Multi-Agent Learning by Adaptable Auxiliary Multi-Agent Adversary Generation

May 09, 2023
Lei Yuan, Feng Chen, Zhongzhang Zhang, Yang Yu

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Multi-agent Continual Coordination via Progressive Task Contextualization

May 07, 2023
Lei Yuan, Lihe Li, Ziqian Zhang, Fuxiang Zhang, Cong Guan, Yang Yu

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Robust Multi-agent Communication via Multi-view Message Certification

May 07, 2023
Lei Yuan, Tao Jiang, Lihe Li, Feng Chen, Zongzhang Zhang, Yang Yu

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

Feb 19, 2023
Cong Guan, Feng Chen, Lei Yuan, Zongzhang Zhang, Yang Yu

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Self-Motivated Multi-Agent Exploration

Jan 05, 2023
Shaowei Zhang, Jiahan Cao, Lei Yuan, Yang Yu, De-Chuan Zhan

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Multi-agent Dynamic Algorithm Configuration

Oct 13, 2022
Ke Xue, Jiacheng Xu, Lei Yuan, Miqing Li, Chao Qian, Zongzhang Zhang, Yang Yu

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