Multi-Agent Policy Transfer via Task Relationship Modeling

Multi-Agent Policy Transfer via Task Relationship Modeling

9 March 2022

Tonghan Wang

Zongzhang Zhang

Papers citing "Multi-Agent Policy Transfer via Task Relationship Modeling"

11 / 11 papers shown

Title
Policy-to-Language: Train LLMs to Explain Decisions with Flow-Matching Generated Rewards Xinyi Yang Liang Zeng Heng Dong C. Yu X. Wu H. Yang Yu Wang Milind Tambe Tonghan Wang 68 2 0 18 Feb 2025
FlickerFusion: Intra-trajectory Domain Generalizing Multi-Agent RL Woosung Koh Wonbeen Oh S. Kim Suhin Shin Hyeongjin Kim Jaein Jang Junghyun Lee Se-Young Yun 24 0 0 21 Oct 2024
The Bandit Whisperer: Communication Learning for Restless Bandits Yunfan Zhao Tonghan Wang Dheeraj M. Nagaraj Aparna Taneja Milind Tambe 44 5 0 11 Aug 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 37 1 0 09 Jul 2024
Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration Xudong Guo Daming Shi Junjie Yu Wenhui Fan 38 4 0 05 Apr 2024
Multi-Sender Persuasion: A Computational Perspective Safwan Hossain Tonghan Wang Tao Lin Yiling Chen David C. Parkes Haifeng Xu 27 10 0 07 Feb 2024
Learning Embeddings for Sequential Tasks Using Population of Agents Mridul Mahajan Georgios Tzannetos Goran Radanović Adish Singla FedML 20 0 0 05 Jun 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 30 8 0 10 May 2023
Multi-agent Continual Coordination via Progressive Task Contextualization Lei Yuan Lihe Li Ziqian Zhang Fuxiang Zhang Cong Guan Yang Yu CLL 29 7 0 07 May 2023
Breaking the Curse of Dimensionality in Multiagent State Space: A Unified Agent Permutation Framework Xiaotian Hao Hangyu Mao Weixun Wang Yaodong Yang Dong Li Yan Zheng Zhen Wang Jianye Hao LRM 27 6 0 10 Mar 2022
ROMA: Multi-Agent Reinforcement Learning with Emergent Roles Tonghan Wang Heng Dong V. Lesser Chongjie Zhang 51 210 0 18 Mar 2020