Learning Multiagent Communication with Backpropagation

25 May 2016

Papers citing "Learning Multiagent Communication with Backpropagation"

50 / 529 papers shown

Title
MARFT: Multi-Agent Reinforcement Fine-Tuning Junwei Liao Muning Wen J. Wang W. Zhang OffRL 31 0 0 20 May 2025
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
Interpretable Emergent Language Using Inter-Agent Transformers Mannan Bhardwaj AI4CE 85 0 0 04 May 2025
Emergence of Roles in Robotic Teams with Model Sharing and Limited Communication Ian O'Flynn Harun Šiljak 21 0 0 01 May 2025
Don't lie to your friends: Learning what you know from collaborative self-play Jacob Eisenstein Reza Aghajani Adam Fisch Dheeru Dua Fantine Huot Mirella Lapata Vicky Zayats Jonathan Berant 72 0 0 18 Mar 2025
Q-MARL: A quantum-inspired algorithm using neural message passing for large-scale multi-agent reinforcement learning Kha Vo Chin-Teng Lin GNN 50 0 0 10 Mar 2025
VQEL: Enabling Self-Developed Symbolic Language in Agents through Vector Quantization in Emergent Language Games Mohammad Mahdi Samiei Paqaleh Mahdieh Soleymani Baghshah 54 0 0 06 Mar 2025
Learning to Negotiate via Voluntary Commitment Shuhui Zhu Baoxiang Wang Sriram Ganapathi Subramanian Pascal Poupart 56 0 0 05 Mar 2025
Toward Dependency Dynamics in Multi-Agent Reinforcement Learning for Traffic Signal Control Yuli Zhang Shangbo Wang Dongyao Jia Pengfei Fan Ruiyuan Jiang Hankang Gu Andy H.F. Chow 36 0 0 23 Feb 2025
Implicit Repair with Reinforcement Learning in Emergent Communication Fábio Vital A. Sardinha Francisco S. Melo 39 0 0 18 Feb 2025
Preventing Rogue Agents Improves Multi-Agent Collaboration Ohav Barbi Ori Yoran Mor Geva 48 1 0 09 Feb 2025
CSAOT: Cooperative Multi-Agent System for Active Object Tracking Hy Nguyen Bao Pham Hung Du Srikanth Thudumu Rajesh Vasa K. Mouzakis 42 1 0 23 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
PIMAEX: Multi-Agent Exploration through Peer Incentivization Michael Kolle Johannes Tochtermann Julian Schonberger Gerhard Stenzel Philipp Altmann Claudia Linnhoff-Popien 36 0 0 03 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 42 0 0 01 Nov 2024
A Combinatorial Approach to Neural Emergent Communication Zheyuan Zhang 21 0 0 24 Oct 2024
On Diffusion Models for Multi-Agent Partial Observability: Shared Attractors, Error Bounds, and Composite Flow Tonghan Wang Heng Dong Yanchen Jiang David C. Parkes Milind Tambe DiffM 44 2 0 17 Oct 2024
Multiple Ships Cooperative Navigation and Collision Avoidance using Multi-agent Reinforcement Learning with Communication Y. Wang Y. Zhao 24 1 0 12 Oct 2024
Multi-Agent Actor-Critics in Autonomous Cyber Defense Mingjun Wang Remington Dechene 26 0 0 11 Oct 2024
Learning Emergence of Interaction Patterns across Independent RL Agents in Multi-Agent Environments Vasanth Reddy Baddam Suat Gumussoy Almuatazbellah Boker Hoda Eldardiry OffRL AI4CE 19 0 0 03 Oct 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
Constrained Bandwidth Observation Sharing for Multi-Robot Navigation in Dynamic Environments via Intelligent Knapsack Anirudh Chari Rui Chen Han Zheng Changliu Liu 24 0 0 16 Sep 2024
Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey Ruiqi Zhang Jing Hou Florian Walter Shangding Gu Jiayi Guan Florian Röhrbein Yali Du Panpan Cai G. Chen Alois Knoll 46 12 0 19 Aug 2024
Battery GraphNets : Relational Learning for Lithium-ion Batteries(LiBs) Life Estimation Sakhinana Sagar Srinivas Rajat Kumar Sarkar Venkataramana Runkana 34 0 0 14 Aug 2024
Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems Zhuohui Zhang Bin He Bin Cheng Gang Li 34 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
LLM-Empowered State Representation for Reinforcement Learning Boyuan Wang Yun Qu Yuhang Jiang Jianzhun Shao Chang-rui Liu Wenming Yang Xiangyang Ji 37 7 0 18 Jul 2024
Graph in Graph Neural Network Jiongshu Wang Jing Yang Jiankang Deng Hatice Gunes Siyang Song GNN 24 1 0 30 Jun 2024
Multi-agent Cooperative Games Using Belief Map Assisted Training Qinwei Huang Chen Luo Alex B. Wu Simon Khan Hai Helen Li Qinru Qiu 36 0 0 27 Jun 2024
Behavior-Inspired Neural Networks for Relational Inference Yulong Yang Bowen Feng Keqin Wang Naomi Ehrich Leonard Adji Bousso Dieng Christine Allen-Blanchette 37 1 0 20 Jun 2024
CoDreamer: Communication-Based Decentralised World Models Edan Toledo Amanda Prorok 43 0 0 19 Jun 2024
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning Wenzhe Li Zihan Ding Seth Karten Chi Jin 32 1 0 04 Jun 2024
Mimicry and the Emergence of Cooperative Communication Dylan R. Cope Peter McBurney 27 0 0 26 May 2024
LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions Chuanneng Sun Songjun Huang D. Pompili LLMAG 42 27 0 17 May 2024
A Design Trajectory Map of Human-AI Collaborative Reinforcement Learning Systems: Survey and Taxonomy Zhaoxing Li 24 2 0 16 May 2024
Learning Multi-Agent Communication from Graph Modeling Perspective Shengchao Hu Li Shen Ya-Qin Zhang Dacheng Tao AI4CE 37 21 0 14 May 2024
Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning Dapeng Li Hang Dong Lu Wang Bo Qiao Si Qin ... Dongmei Zhang Qi Zhang Zhiwei Xu Bin Zhang Guoliang Fan 46 4 0 27 Apr 2024
Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories Ning Yang Shuo Chen Haijun Zhang Randall Berry OffRL 29 6 0 22 Apr 2024
Generalising Multi-Agent Cooperation through Task-Agnostic Communication D. Jayalath Steven D. Morad Amanda Prorok 32 0 0 11 Mar 2024
Decentralized and Lifelong-Adaptive Multi-Agent Collaborative Learning Shuo Tang Rui Ye Chenxin Xu Xiaowen Dong Siheng Chen Yanfeng Wang 41 0 0 11 Mar 2024
Multi-Agent Reinforcement Learning with a Hierarchy of Reward Machines Xuejing Zheng Chao Yu 21 5 0 08 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
Learning Translations: Emergent Communication Pretraining for Cooperative Language Acquisition Dylan R. Cope Peter McBurney 32 0 0 26 Feb 2024
Open Ad Hoc Teamwork with Cooperative Game Theory Jianhong Wang Yang Li Yuan Zhang Wei Pan Samuel Kaski 19 3 0 23 Feb 2024
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models Spyridon Mouselinos Henryk Michalewski Mateusz Malinowski LRM 36 5 0 06 Feb 2024
Fully Independent Communication in Multi-Agent Reinforcement Learning Rafael Pina V. D. Silva Corentin Artaud Xiaolan Liu 27 4 0 26 Jan 2024
Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things Salwa Mostafa Mateus P. Mota Álvaro Valcarce M. Bennis OffRL 26 3 0 23 Jan 2024
Measuring Policy Distance for Multi-Agent Reinforcement Learning Tianyi Hu Zhiqiang Pu Xiaolin Ai Tenghai Qiu Jianqiang Yi 17 1 0 20 Jan 2024