Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks

23 December 2018

Amanpreet Singh

Papers citing "Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks"

50 / 118 papers shown

Title
Internet of Agents: Fundamentals, Applications, and Challenges Yuntao Wang Shaolong Guo Yanghe Pan Zhou Su Fahao Chen Tom H. Luan Peng Li Jiawen Kang Dusit Niyato LLMAG LM&Ro AI4CE 60 0 0 12 May 2025
Belief States for Cooperative Multi-Agent Reinforcement Learning under Partial Observability Paul J. Pritz K. Leung 33 0 0 11 Apr 2025
Why Do Multi-Agent LLM Systems Fail? Mert Cemri Melissa Z. Pan Shuyi Yang Lakshya A Agrawal Bhavya Chopra ... Dan Klein Kannan Ramchandran Matei A. Zaharia Joseph E. Gonzalez Ion Stoica LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 127 7 0 17 Mar 2025
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 76 2 0 18 Feb 2025
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Hung Du Srikanth Thudumu Hy Nguyen Rajesh Vasa K. Mouzakis 26 0 0 28 Jan 2025
mmCooper: A Multi-agent Multi-stage Communication-efficient and Collaboration-robust Cooperative Perception Framework Bingyi Liu Jian Teng Hongfei Xue Enshu Wang Chuanhui Zhu Pu Wang Libing Wu 85 0 0 21 Jan 2025
Multi-Agent Q-Learning for Real-Time Load Balancing User Association and Handover in Mobile Networks Alireza Alizadeh Byungju Lim Mai Vu 27 4 0 31 Dec 2024
Communication Learning in Multi-Agent Systems from Graph Modeling Perspective Shengchao Hu Li Shen Ya Zhang Dacheng Tao AI4CE 40 0 0 01 Nov 2024
Choices are More Important than Efforts: LLM Enables Efficient Multi-Agent Exploration Yun Qu Boyuan Wang Yuhang Jiang Jianzhun Shao Yixiu Mao Cheems Wang Chang Liu Xiangyang Ji 46 4 0 03 Oct 2024
XP-MARL: Auxiliary Prioritization in Multi-Agent Reinforcement Learning to Address Non-Stationarity Jianye Xu Omar Sobhy Bassam Alrifaee 38 2 0 18 Sep 2024
Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems Zhuohui Zhang Bin He Bin Cheng Gang Li 32 1 0 14 Aug 2024
The Bandit Whisperer: Communication Learning for Restless Bandits Yunfan Zhao Tonghan Wang Dheeraj M. Nagaraj Aparna Taneja Milind Tambe 49 5 0 11 Aug 2024
Multi-agent Cooperative Games Using Belief Map Assisted Training Qinwei Huang Chen Luo Alex B. Wu Simon Khan Hai Helen Li Qinru Qiu 29 0 0 27 Jun 2024
Learning Multi-Agent Communication from Graph Modeling Perspective Shengchao Hu Li Shen Ya-Qin Zhang Dacheng Tao AI4CE 32 20 0 14 May 2024
Decentralized and Lifelong-Adaptive Multi-Agent Collaborative Learning Shuo Tang Rui Ye Chenxin Xu Xiaowen Dong Siheng Chen Yanfeng Wang 36 0 0 11 Mar 2024
Solving Multi-Entity Robotic Problems Using Permutation Invariant Neural Networks Tianxu An Joonho Lee Marko Bjelonic Flavio De Vincenti Marco Hutter 34 2 0 28 Feb 2024
Social Environment Design Edwin Zhang Sadie Zhao Tonghan Wang Safwan Hossain Henry Gasztowtt Stephan Zheng David C. Parkes Milind Tambe Yiling Chen 41 5 0 21 Feb 2024
T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration Chuxiong Sun Zehua Zang Jiabao Li Jiangmeng Li Xiao Xu Rui Wang Changwen Zheng 15 8 0 19 Jan 2024
Robust Communicative Multi-Agent Reinforcement Learning with Active Defense Lebin Yu Yunbo Qiu Quanming Yao Yuan Shen Xudong Zhang Jian Wang AAML 11 2 0 16 Dec 2023
Multi-agent Reinforcement Learning: A Comprehensive Survey Dom Huh Prasant Mohapatra AI4CE 30 8 0 15 Dec 2023
A Review of Cooperation in Multi-agent Learning Yali Du Joel Z. Leibo Usman Islam Richard Willis P. Sunehag 38 16 0 08 Dec 2023
Learning to Cooperate and Communicate Over Imperfect Channels Jannis Weil Gizem Ekinci Heinz Koeppl Tobias Meuser 18 0 0 24 Nov 2023
Multi-Agent Reinforcement Learning Based on Representational Communication for Large-Scale Traffic Signal Control Rohit Bokade Xiaoning Jin Chris Amato 35 10 0 03 Oct 2023
COMPOSER: Scalable and Robust Modular Policies for Snake Robots Yuyou Zhang Yaru Niu Xingyu Liu Ding Zhao 19 2 0 02 Oct 2023
CoMIX: A Multi-agent Reinforcement Learning Training Architecture for Efficient Decentralized Coordination and Independent Decision-Making Giovanni Minelli Mirco Musolesi 33 0 0 21 Aug 2023
DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning Canzhe Zhao Yanjie Ze Jing Dong Baoxiang Wang Shuai Li 17 2 0 19 Aug 2023
Scalability of Message Encoding Techniques for Continuous Communication Learned with Multi-Agent Reinforcement Learning Astrid Vanneste Thomas Somers Simon Vanneste Kevin Mets Tom De Schepper Siegfried Mercelis P. Hellinckx 14 0 0 09 Aug 2023
RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning Jingdi Chen Tian-Shing Lan Carlee Joe-Wong 15 15 0 07 Aug 2023
Spatio-Temporal Domain Awareness for Multi-Agent Collaborative Perception Kun Yang Dingkang Yang Jingyu Zhang Mingcheng Li Y. Liu Jing Liu Hanqi Wang Peng Sun Liang Song 37 50 0 26 Jul 2023
QMNet: Importance-Aware Message Exchange for Decentralized Multi-Agent Reinforcement Learning Xiufeng Huang Sheng Zhou 13 1 0 18 Jul 2023
Learning Multi-Agent Communication with Contrastive Learning Y. Lo B. Sengupta Jakob N. Foerster Michael Noukhovitch 32 5 0 03 Jul 2023
Learning Models of Adversarial Agent Behavior under Partial Observability Sean Ye Manisha Natarajan Zixuan Wu Rohan R. Paleja Letian Chen Matthew C. Gombolay AAML 43 6 0 19 Jun 2023
Dynamic Size Message Scheduling for Multi-Agent Communication under Limited Bandwidth Qingshuang Sun Denis Steckelmacher Y. Yao Ann Nowé Raphael Avalos AI4CE 24 0 0 16 Jun 2023
From Explicit Communication to Tacit Cooperation:A Novel Paradigm for Cooperative MARL Dapeng Li Zhiwei Xu Bin Zhang Guoliang Fan 37 7 0 28 Apr 2023
Towards Effective and Interpretable Human-Agent Collaboration in MOBA Games: A Communication Perspective Yiming Gao Feiyu Liu Liang Wang Zhenjie Lian Weixuan Wang ... Jiawei Wang Qiang Fu Wei Yang Lanxiao Huang Wei Liu 32 6 0 23 Apr 2023
Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning Y. Lo Christian Schroeder de Witt Samuel Sokota Jakob N. Foerster Shimon Whiteson OffRL 15 5 0 19 Mar 2023
Guided Image-to-Image Translation by Discriminator-Generator Communication Yuanjiang Cao Lina Yao Le Pan Quan.Z Sheng Xiaojun Chang 23 0 0 07 Mar 2023
On the Role of Emergent Communication for Social Learning in Multi-Agent Reinforcement Learning Seth Karten Siva Kailas Huao Li Katia P. Sycara OffRL 31 4 0 28 Feb 2023
Low Entropy Communication in Multi-Agent Reinforcement Learning Lebin Yu Yunbo Qiu Qiexiang Wang Xudong Zhang Jian Wang 15 2 0 10 Feb 2023
Towards Skilled Population Curriculum for Multi-Agent Reinforcement Learning R. Wang Longtao Zheng Wei Qiu Bowei He Bo An Zinovi Rabinovich Yujing Hu Yingfeng Chen Tangjie Lv Changjie Fan 28 1 0 07 Feb 2023
Referential communication in heterogeneous communities of pre-trained visual deep networks Matéo Mahaut Francesca Franzon Roberto Dessì Marco Baroni 25 7 0 04 Feb 2023
SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning Maxwell Standen Junae Kim Claudia Szabo AAML 29 5 0 11 Jan 2023
Scalable Communication for Multi-Agent Reinforcement Learning via Transformer-Based Email Mechanism Xudong Guo Daming Shi Wenhui Fan 22 5 0 05 Jan 2023
Learning Latent Representations to Co-Adapt to Humans Sagar Parekh Dylan P. Losey 18 12 0 19 Dec 2022
Towards True Lossless Sparse Communication in Multi-Agent Systems Seth Karten Mycal Tucker Siva Kailas Katia P. Sycara 37 4 0 30 Nov 2022
CLAS: Coordinating Multi-Robot Manipulation with Central Latent Action Spaces Elie Aljalbout Maximilian Karl Patrick van der Smagt 21 5 0 28 Nov 2022
Over-communicate no more: Situated RL agents learn concise communication protocols A. Kalinowska Elnaz Davoodi Florian Strub Kory W. Mathewson Ivana Kajić Michael H. Bowling Todd D. Murphey P. Pilarski 13 4 0 02 Nov 2022
LearningGroup: A Real-Time Sparse Training on FPGA via Learnable Weight Grouping for Multi-Agent Reinforcement Learning Jenny Yang Jaeuk Kim Joo-Young Kim 26 2 0 29 Oct 2022
Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning Pedro P. Santos Diogo S. Carvalho Miguel Vasco Alberto Sardinha Pedro A. Santos Ana Paiva Francisco S. Melo 19 1 0 12 Oct 2022
Where2comm: Communication-Efficient Collaborative Perception via Spatial Confidence Maps Yue Hu Shaoheng Fang Zixing Lei Yiqi Zhong Siheng Chen 63 222 0 26 Sep 2022