A Review of Cooperative Multi-Agent Deep Reinforcement Learning

11 August 2019

Papers citing "A Review of Cooperative Multi-Agent Deep Reinforcement Learning"

50 / 128 papers shown

Title
QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning? Zhouyang Jiang Bin Zhang Airong Wei Zhiwei Xu OffRL 32 0 0 17 Apr 2025
Belief States for Cooperative Multi-Agent Reinforcement Learning under Partial Observability Paul J. Pritz K. Leung 23 0 0 11 Apr 2025
A Vehicle-Infrastructure Multi-layer Cooperative Decision-making Framework Yiming Cui Shiyu Fang Peng Hang Jian Sun 36 0 0 19 Mar 2025
Enhancing Multi-Agent Systems via Reinforcement Learning with LLM-based Planner and Graph-based Policy Ziqi Jia Junjie Li Xiaoyang Qu Jianzong Wang LLMAG 54 0 0 13 Mar 2025
The Lagrangian Method for Solving Constrained Markov Games Soham Das Santiago Paternain Luiz F. O. Chamon Ceyhun Eksin 40 0 0 13 Mar 2025
A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models Miao Zhang Zhenlong Fang Tianyi Wang Q. Zhang Shuai Lu Junfeng Jiao Tianyu Shi AI4CE 50 4 0 11 Mar 2025
Automatic Curriculum Design for Zero-Shot Human-AI Coordination Won-Sang You Tae-Gwan Ha Seo-Young Lee Kyung-Joong Kim 44 0 0 10 Mar 2025
M3HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality Ziyan Wang Zhicheng Zhang Fei Fang Yali Du 39 0 0 03 Mar 2025
Factorized Deep Q-Network for Cooperative Multi-Agent Reinforcement Learning in Victim Tagging Maria A. Cardei Afsaneh Doryab 34 0 0 02 Mar 2025
TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning Giuseppe Paolo Abdelhakim Benechehab Hamza Cherkaoui Albert Thomas Balázs Kégl 36 0 0 21 Feb 2025
Deep Meta Coordination Graphs for Multi-agent Reinforcement Learning Nikunj Gupta James Zachary Hare R. Kannan Viktor Prasanna GNN 66 0 0 06 Feb 2025
Reinforcement Learning on AYA Dyads to Enhance Medication Adherence Ziping Xu Hinal Jajal S. Choi Inbal Nahum-Shani Guy Shani Alexandra M. Psihogios Pei-Yao Hung S. Murphy 47 0 0 06 Feb 2025
An Offline Multi-Agent Reinforcement Learning Framework for Radio Resource Management Eslam Eldeeb Hirley Alves OffRL 75 0 0 22 Jan 2025
Game Theory and Multi-Agent Reinforcement Learning : From Nash Equilibria to Evolutionary Dynamics Neil De La Fuente Miquel Noguer i Alonso Guim Casadellà 26 0 0 31 Dec 2024
Evolutionary Multi-agent Reinforcement Learning in Group Social Dilemmas Brian Mintz Feng Fu 21 1 0 01 Nov 2024
Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning Hao Ma Tianyi Hu Zhiqiang Pu Boyin Liu Xiaolin Ai Yanyan Liang Min Chen 32 3 0 08 Oct 2024
A Spatiotemporal Stealthy Backdoor Attack against Cooperative Multi-Agent Deep Reinforcement Learning Yinbo Yu Saihao Yan Jiajia Liu AAML 18 1 0 12 Sep 2024
Cooperative Decision-Making for CAVs at Unsignalized Intersections: A MARL Approach with Attention and Hierarchical Game Priors Jiaqi Liu Peng Hang Xiaoxiang Na Chao Huang Jian-jun Sun 32 8 0 09 Sep 2024
Cooperative Path Planning with Asynchronous Multiagent Reinforcement Learning Jiaming Yin Weixiong Rao Yu Xiao Keshuang Tang 16 0 0 01 Sep 2024
Improving Global Parameter-sharing in Physically Heterogeneous Multi-agent Reinforcement Learning with Unified Action Space Xiaoyang Yu Youfang Lin Shuo Wang Kai Lv Sheng Han 30 0 0 14 Aug 2024
Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization Zhou Qin Kai Yuan Pratik Lahiri Wenyang Liu BDL 18 0 0 08 Aug 2024
Asynchronous Credit Assignment Framework for Multi-Agent Reinforcement Learning Yongheng Liang Hejun Wu Haitao Wang Hao Cai 23 0 0 07 Aug 2024
Social Learning through Interactions with Other Agents: A Survey Dylan Hillier Cheston Tan Jing Jiang 37 0 0 31 Jul 2024
Dual Policy Reinforcement Learning for Real-time Rebalancing in Bike-sharing Systems Jiaqi Liang Defeng Liu Sanjay Dominik Jena Andrea Lodi Thibaut Vidal 16 0 0 02 Jun 2024
Efficient Learning in Chinese Checkers: Comparing Parameter Sharing in Multi-Agent Reinforcement Learning Noah Adhikari Allen Gu 31 0 0 29 May 2024
A social path to human-like artificial intelligence Edgar A. Duénez-Guzmán Suzanne Sadedin Jane X. Wang Kevin R. McKee Joel Z. Leibo GNN 18 28 0 22 May 2024
Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing Amutheezan Sivagnanam Ava Pettet Hunter Lee Ayan Mukhopadhyay Abhishek Dubey Aron Laszka 16 0 0 21 May 2024
Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration Xudong Guo Daming Shi Junjie Yu Wenhui Fan 30 4 0 05 Apr 2024
Inferring Latent Temporal Sparse Coordination Graph for Multi-Agent Reinforcement Learning Wei Duan Jie Lu Junyu Xuan 25 3 0 28 Mar 2024
Embodied LLM Agents Learn to Cooperate in Organized Teams Xudong Guo Kaixuan Huang Jiale Liu Wenhui Fan Natalia Vélez Qingyun Wu Huazheng Wang Thomas L. Griffiths Mengdi Wang LM&Ro LLMAG 32 38 0 19 Mar 2024
A Reinforcement Learning Approach for Dynamic Rebalancing in Bike-Sharing System Jiaqi Liang Sanjay Dominik Jena Defeng Liu Andrea Lodi 27 1 0 05 Feb 2024
Physics-Informed Multi-Agent Reinforcement Learning for Distributed Multi-Robot Problems Eduardo Sebastián T. Duong Nikolay A. Atanasov Eduardo Montijano C. Sagüés 16 2 0 30 Dec 2023
Multi-agent reinforcement learning using echo-state network and its application to pedestrian dynamics Hisato Komatsu 6 1 0 19 Dec 2023
Efficient Parallel Reinforcement Learning Framework using the Reactor Model Jacky Kwok Marten Lohstroh Edward A. Lee 11 0 0 07 Dec 2023
Learning to Cooperate and Communicate Over Imperfect Channels Jannis Weil Gizem Ekinci Heinz Koeppl Tobias Meuser 8 0 0 24 Nov 2023
A Multi-Agent Reinforcement Learning Framework for Evaluating the U.S. Ending the HIV Epidemic Plan Dinesh Sharma Ankit Shah Chaitra Gopalappa 19 0 0 01 Nov 2023
Multi-Agent Reinforcement Learning for Power Grid Topology Optimization E. V. D. Sar Alessandro Zocca S. Bhulai 12 0 0 04 Oct 2023
Effective Multi-Agent Deep Reinforcement Learning Control with Relative Entropy Regularization Chenyang Miao Yunduan Cui Huiyun Li Xin Wu 11 5 0 26 Sep 2023
Learning to Coordinate with Anyone Lei Yuan Lihe Li Ziqian Zhang F. Chen Tianyi Zhang Cong Guan Yang Yu Zhi-Hua Zhou LLMAG 13 4 0 22 Sep 2023
Multicopy Reinforcement Learning Agents Alicia P. Wolfe Oliver Diamond Brigitte Goeler-Slough Remi Feuerman Magdalena Kisielinska Victoria Manfredi 14 0 0 19 Sep 2023
Optimizing Crowd-Aware Multi-Agent Path Finding through Local Broadcasting with Graph Neural Networks Phu-Cuong Pham Aniket Bera AI4CE 18 0 0 19 Sep 2023
Recent Progress in Energy Management of Connected Hybrid Electric Vehicles Using Reinforcement Learning Mingya Hua Bin Shuai Quan Zhou Jinhai Wang Yinglong He Hongming Xu 19 2 0 28 Aug 2023
Heterogeneous Multi-Agent Reinforcement Learning via Mirror Descent Policy Optimization Mohammad Mehdi Nasiri M. Rezghi 12 0 0 13 Aug 2023
The Impact of Overall Optimization on Warehouse Automation H. Yoshitake Pieter Abbeel OffRL 15 1 0 11 Aug 2023
MatrixWorld: A pursuit-evasion platform for safe multi-agent coordination and autocurricula Lijun Sun Yu-Cheng Chang Chao Lyu Chin-Teng Lin Yuhui Shi 19 1 0 27 Jul 2023
Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning Guanlin Liu Lifeng Lai AAML 25 6 0 15 Jul 2023
Transformers in Reinforcement Learning: A Survey Pranav Agarwal A. Rahman P. St-Charles Simon J. D. Prince Samira Ebrahimi Kahou OffRL 6 18 0 12 Jul 2023
SACHA: Soft Actor-Critic with Heuristic-Based Attention for Partially Observable Multi-Agent Path Finding Qiushi Lin Hang Ma 44 17 0 05 Jul 2023
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL Pascal Leroy P. G. Morato J. Pisane A. Kolios D. Ernst OffRL 25 9 0 20 Jun 2023
Learning-Augmented Decentralized Online Convex Optimization in Networks Pengfei Li Jianyi Yang Adam Wierman Shaolei Ren OffRL 8 1 0 16 Jun 2023