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Multi-Agent Policy Transfer via Task Relationship Modeling


Mar 09, 2022
Rongjun Qin, Feng Chen, Tonghan Wang, Lei Yuan, Xiaoran Wu, Zongzhang Zhang, Chongjie Zhang, Yang Yu


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Self-Organized Polynomial-Time Coordination Graphs


Dec 07, 2021
Qianlan Yang, Weijun Dong, Zhizhou Ren, Jianhao Wang, Tonghan Wang, Chongjie Zhang


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Containerized Distributed Value-Based Multi-Agent Reinforcement Learning


Oct 15, 2021
Siyang Wu, Tonghan Wang, Chenghao Li, Chongjie Zhang


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Context-Aware Sparse Deep Coordination Graphs


Jun 05, 2021
Tonghan Wang, Liang Zeng, Weijun Dong, Qianlan Yang, Yang Yu, Chongjie Zhang


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Celebrating Diversity in Shared Multi-Agent Reinforcement Learning


Jun 04, 2021
Chenghao Li, Chengjie WU, Tonghan Wang, Jun Yang, Qianchuan Zhao, Chongjie Zhang


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Birds of a Feather Flock Together: A Close Look at Cooperation Emergence via Multi-Agent RL


Apr 23, 2021
Heng Dong, Tonghan Wang, Jiayuan Liu, Chongjie Zhang


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RODE: Learning Roles to Decompose Multi-Agent Tasks


Oct 04, 2020
Tonghan Wang, Tarun Gupta, Anuj Mahajan, Bei Peng, Shimon Whiteson, Chongjie Zhang


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Off-Policy Multi-Agent Decomposed Policy Gradients


Jul 24, 2020
Yihan Wang, Beining Han, Tonghan Wang, Heng Dong, Chongjie Zhang


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Incorporating Pragmatic Reasoning Communication into Emergent Language


Jun 07, 2020
Yipeng Kang, Tonghan Wang, Gerard de Melo

* 8 pages. Submitted to NeurIPS 2020 

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Influence-Based Multi-Agent Exploration


Oct 12, 2019
Tonghan Wang, Jianhao Wang, Yi Wu, Chongjie Zhang


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