Deep Coordination Graphs

27 September 2019

Papers citing "Deep Coordination Graphs"

50 / 105 papers shown

Title
SDHN: Skewness-Driven Hypergraph Networks for Enhanced Localized Multi-Robot Coordination Delin Zhao Yanbo Shan Chang Liu Shenghang Lin Yingxin Shou Bin Xu 23 0 0 09 Apr 2025
Learning Multi-Robot Coordination through Locality-Based Factorized Multi-Agent Actor-Critic Algorithm Chak Lam Shek Amrit Singh Bedi Anjon Basak Ellen Novoseller Nick Waytowich Priya Narayanan Dinesh Manocha Pratap Tokekar 47 0 0 24 Mar 2025
CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control Zirui Yuan Siqi Lai Hao Liu 46 0 0 14 Mar 2025
Nucleolus Credit Assignment for Effective Coalitions in Multi-agent Reinforcement Learning Yugu Li Zehong Cao Jianglin Qiao Siyi Hu 36 0 0 01 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
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
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Hung Du Srikanth Thudumu Hy Nguyen Rajesh Vasa K. Mouzakis 32 0 0 28 Jan 2025
Distributed Multi-Agent Reinforcement Learning with One-hop Neighbors and Compute Straggler Mitigation Baoqian Wang Junfei Xie Nikolay A. Atanasov 28 10 0 03 Jan 2025
Symmetries-enhanced Multi-Agent Reinforcement Learning N. Bousias Stefanos Pertigkiozoglou Kostas Daniilidis George Pappas AI4CE 76 0 0 02 Jan 2025
IBGP: Imperfect Byzantine Generals Problem for Zero-Shot Robustness in Communicative Multi-Agent Systems Y. Mao Yipeng Kang Peilun Li Ning Zhang W. Xu Chongjie Zhang 42 0 0 21 Oct 2024
Grounded Answers for Multi-agent Decision-making Problem through Generative World Model Zeyang Liu Xinrui Yang Shiguang Sun Long Qian Lipeng Wan Xingyu Chen Xuguang Lan 22 2 0 03 Oct 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
Learning Coordinated Maneuver in Adversarial Environments Zechen Hu Manshi Limbu Daigo Shishika Xuesu Xiao Xuan Wang 31 0 0 12 Jul 2024
Online Frequency Scheduling by Learning Parallel Actions Anastasios Giovanidis Mathieu Leconte Sabrine Aroua T. Kvernvik David Sandberg 36 1 0 07 Jun 2024
Multi-Agent Synchronization Tasks Rolando Fernandez Garrett A. Warnell Derrik E. Asher Peter Stone 30 0 0 29 Apr 2024
Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning Wei Duan Jie Lu Junyu Xuan 38 6 0 17 Apr 2024
Effective Reinforcement Learning Based on Structural Information Principles Xianghua Zeng Hao Peng Dingli Su Angsheng Li 40 0 0 15 Apr 2024
Growing Q-Networks: Solving Continuous Control Tasks with Adaptive Control Resolution Tim Seyde Peter Werner Wilko Schwarting Markus Wulfmeier Daniela Rus OffRL 32 4 0 05 Apr 2024
Inferring Latent Temporal Sparse Coordination Graph for Multi-Agent Reinforcement Learning Wei Duan Jie Lu Junyu Xuan 40 3 0 28 Mar 2024
Scaling Team Coordination on Graphs with Reinforcement Learning Manshi Limbu Zechen Hu Xuan Wang Daigo Shishika Xuesu Xiao 26 4 0 09 Mar 2024
Social Environment Design Edwin Zhang Sadie Zhao Tonghan Wang Safwan Hossain Henry Gasztowtt Stephan Zheng David C. Parkes Milind Tambe Yiling Chen 43 5 0 21 Feb 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
Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning Erwan Escudie L. Matignon Jacques Saraydaryan 51 5 0 31 Jan 2024
AgentMixer: Multi-Agent Correlated Policy Factorization Zhiyuan Li Wenshuai Zhao Lijun Wu J. Pajarinen OffRL 45 1 0 16 Jan 2024
Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey Jiechuan Jiang Kefan Su Zongqing Lu 30 3 0 10 Jan 2024
Physics-Informed Multi-Agent Reinforcement Learning for Distributed Multi-Robot Problems Eduardo Sebastián T. Duong Nikolay A. Atanasov Eduardo Montijano C. Sagüés 28 3 0 30 Dec 2023
TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient Xingzhou Lou Junge Zhang Timothy J. Norman Kaiqi Huang Yali Du 27 0 0 25 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 31 0 08 Dec 2023
Impact of Relational Networks in Multi-Agent Learning: A Value-Based Factorization View Yasin Findik Paul Robinette Kshitij Jerath S. Ahmadzadeh 28 7 0 19 Oct 2023
Influence of Team Interactions on Multi-Robot Cooperation: A Relational Network Perspective Yasin Findik Hamid Osooli Paul Robinette Kshitij Jerath S. Ahmadzadeh 30 5 0 19 Oct 2023
Mediated Multi-Agent Reinforcement Learning Dmitry Ivanov Ilya Zisman Kirill Chernyshev 30 8 0 14 Jun 2023
Tackling Cooperative Incompatibility for Zero-Shot Human-AI Coordination Yang Li Shao Zhang Jichen Sun Wenhao Zhang Yali Du Ying Wen Xinbing Wang Wei Pan 24 13 0 05 Jun 2023
Context-Aware Bayesian Network Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning Dingyang Chen Qi Zhang 24 2 0 02 Jun 2023
AccMER: Accelerating Multi-Agent Experience Replay with Cache Locality-aware Prioritization Kailash Gogineni Yongsheng Mei Peng Wei Tian-Shing Lan Guru Venkataramani 16 13 0 31 May 2023
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
Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning Wenhao Li Dan Qiao Baoxiang Wang Xiangfeng Wang Bo Jin H. Zha 35 5 0 18 May 2023
Partially Observable Mean Field Multi-Agent Reinforcement Learning Based on Graph-Attention Min Yang Guanjun Liu Ziyuan Zhou 21 12 0 25 Apr 2023
Graph Decision Transformer Shengchao Hu Li Shen Ya-Qin Zhang Dacheng Tao OffRL 28 15 0 07 Mar 2023
Toward Risk-based Optimistic Exploration for Cooperative Multi-Agent Reinforcement Learning Ji-Yun Oh Joonkee Kim Minchan Jeong Se-Young Yun 30 1 0 03 Mar 2023
MAC-PO: Multi-Agent Experience Replay via Collective Priority Optimization Yongsheng Mei Hanhan Zhou Tian-Shing Lan Guru Venkataramani Peng Wei 39 38 0 21 Feb 2023
ReMIX: Regret Minimization for Monotonic Value Function Factorization in Multiagent Reinforcement Learning Yongsheng Mei Hanhan Zhou Tian-Shing Lan 30 11 0 11 Feb 2023
Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Bin Zhang Dapeng Li Guangchong Zhou Zeren Zhang Guoliang Fan 28 3 0 04 Feb 2023
Hierarchical Strategies for Cooperative Multi-Agent Reinforcement Learning M. Ibrahim Ammar Fayad 22 1 0 14 Dec 2022
Curriculum Learning for Relative Overgeneralization Lin Shi Bei Peng 25 1 0 06 Dec 2022
ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency Chuming Li Jie Liu Yinmin Zhang Yuhong Wei Yazhe Niu Yaodong Yang Y. Liu Wanli Ouyang 46 23 0 29 Nov 2022
Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning Lipeng Wan Zeyang Liu Xingyu Chen Xuguang Lan Han Wang 37 12 0 22 Nov 2022
Decision-making with Speculative Opponent Models Jing-rong Sun Shuo Chen Cong Zhang Yining Ma Jie Zhang 26 1 0 22 Nov 2022
Non-Linear Coordination Graphs Yipeng Kang Tonghan Wang Xiao-Ren Wu Qianlan Yang Chongjie Zhang 29 9 0 26 Oct 2022
Solving Continuous Control via Q-learning Tim Seyde Peter Werner Wilko Schwarting Igor Gilitschenski Martin Riedmiller Daniela Rus Markus Wulfmeier OffRL LRM 29 22 0 22 Oct 2022