Learning Multi-Agent Communication from Graph Modeling Perspective

Learning Multi-Agent Communication from Graph Modeling Perspective

14 May 2024

Shengchao Hu

Li Shen

Papers citing "Learning Multi-Agent Communication from Graph Modeling Perspective"

14 / 14 papers shown

Title
A Short Survey on Small Reasoning Models: Training, Inference, Applications and Research Directions Chengyu Wang Taolin Zhang Richang Hong Jun Huang ReLM LRM 39 1 0 12 Apr 2025
A Constrained Multi-Agent Reinforcement Learning Approach to Autonomous Traffic Signal Control Anirudh Satheesh Keenan Powell 47 0 0 30 Mar 2025
Deep Meta Coordination Graphs for Multi-agent Reinforcement Learning Nikunj Gupta James Zachary Hare R. Kannan Viktor Prasanna GNN 76 0 0 06 Feb 2025
Continual Task Learning through Adaptive Policy Self-Composition Shengchao Hu Yuhang Zhou Ziqing Fan Jifeng Hu Li Shen Ya-Qin Zhang Dacheng Tao OffRL 69 0 0 18 Nov 2024
Task-Aware Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning Ziqing Fan Shengchao Hu Yuhang Zhou Li Shen Ya-Qin Zhang Yanfeng Wang Dacheng Tao OffRL 36 0 0 02 Nov 2024
Communication Learning in Multi-Agent Systems from Graph Modeling Perspective Shengchao Hu Li Shen Ya Zhang Dacheng Tao AI4CE 42 0 0 01 Nov 2024
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks Guibin Zhang Yanwei Yue Xiangguo Sun Guancheng Wan Miao Yu Junfeng Fang Kun Wang Dawei Cheng Dawei Cheng AAML AI4CE 46 7 0 15 Oct 2024
Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems Guibin Zhang Yanwei Yue Zhixun Li Sukwon Yun Guancheng Wan Kun Wang Dawei Cheng Jeffrey Xu Yu Tianlong Chen 34 9 0 03 Oct 2024
Multi-Agent Software Development through Cross-Team Collaboration Zhuoyun Du Chen Qian Wei Liu Zihao Xie Yifei Wang Yufan Dang Weize Chen Cheng Yang LLMAG 44 17 0 13 Jun 2024
Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization Ziqing Fan Shengchao Hu Jiangchao Yao Gang Niu Ya-Qin Zhang Masashi Sugiyama Yanfeng Wang FedML 44 11 0 29 May 2024
HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning Shengchao Hu Ziqing Fan Li Shen Ya-Qin Zhang Yanfeng Wang Dacheng Tao OffRL 42 9 0 28 May 2024
Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? Yihe Zhou Shunyu Liu Yunpeng Qing Kaixuan Chen Tongya Zheng Yanhao Huang Jie Song 28 17 0 27 May 2023
On Transforming Reinforcement Learning by Transformer: The Development Trajectory Shengchao Hu Li Shen Ya-Qin Zhang Yixin Chen Dacheng Tao OffRL 23 24 0 29 Dec 2022
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving Ming Zhou Jun-Jie Luo Julian Villela Yaodong Yang David Rusu ... H. Ammar Hongbo Zhang Wulong Liu Jianye Hao Jun Wang 136 193 0 19 Oct 2020