Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning

19 March 2020

Tabish Rashid

Mikayel Samvelyan

Christian Schroeder de Witt

Papers citing "Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning"

50 / 295 papers shown

Title
Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration Yang Zhang Shixin Yang Chenjia Bai Fei Wu Xiu Li Zhen Wang Xuelong Li LLMAG 31 25 0 23 May 2024
A finite time analysis of distributed Q-learning Han-Dong Lim Donghwan Lee OffRL 42 0 0 23 May 2024
Efficient Multi-agent Reinforcement Learning by Planning Qihan Liu Jianing Ye Xiaoteng Ma Jun Yang Bin Liang Chongjie Zhang 27 3 0 20 May 2024
LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions Chuanneng Sun Songjun Huang D. Pompili LLMAG 32 27 0 17 May 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
Towards Adaptive IMFs -- Generalization of utility functions in Multi-Agent Frameworks Kaushik Dey S. K. Perepu Abir Das Pallab Dasgupta 18 0 0 13 May 2024
POWQMIX: Weighted Value Factorization with Potentially Optimal Joint Actions Recognition for Cooperative Multi-Agent Reinforcement Learning Chang Huang Junqiao Zhao Shatong Zhu Hongtu Zhou Chen Ye T. Feng Changjun Jiang 28 0 0 13 May 2024
Learning to Play Pursuit-Evasion with Dynamic and Sensor Constraints B. M. Gonultas Volkan Isler 37 0 0 08 May 2024
ReinWiFi: A Reinforcement-Learning-Based Framework for the Application-Layer QoS Optimization of WiFi Networks Qianren Li B. Lv Yuncong Hong Rui-cang Wang 18 3 0 06 May 2024
A Meta-Game Evaluation Framework for Deep Multiagent Reinforcement Learning Zun Li Michael P. Wellman 24 1 0 30 Apr 2024
Multi-Agent Synchronization Tasks Rolando Fernandez Garrett A. Warnell Derrik E. Asher Peter Stone 25 0 0 29 Apr 2024
Shared learning of powertrain control policies for vehicle fleets Lindsey Kerbel B. Ayalew Andrej Ivanco 27 0 0 27 Apr 2024
Bi-CL: A Reinforcement Learning Framework for Robots Coordination Through Bi-level Optimization Zechen Hu Daigo Shishika Xuesu Xiao Xuan Wang 49 2 0 23 Apr 2024
A survey of air combat behavior modeling using machine learning Patrick Ribu Gorton Andreas Strand K. Brathen AI4CE 24 7 0 22 Apr 2024
Reducing Redundant Computation in Multi-Agent Coordination through Locally Centralized Execution Yidong Bai Toshiharu Sugawara OffRL 23 0 0 19 Apr 2024
Cooperative Sentiment Agents for Multimodal Sentiment Analysis Shan Wang Hui Shuai Qingshan Liu Fei Wang LLMAG 34 1 0 19 Apr 2024
Stackelberg Game-Theoretic Learning for Collaborative Assembly Task Planning Yuhan Zhao Lan Shi Quanyan Zhu 23 0 0 19 Apr 2024
Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning Linjie Xu Zichuan Liu Alexander Dockhorn Diego Perez-Liebana Jinyu Wang Lei Song Jiang Bian 38 2 0 15 Apr 2024
Securing the Skies: An IRS-Assisted AoI-Aware Secure Multi-UAV System with Efficient Task Offloading Poorvi Joshi Alakesh Kalita Gurusamy Mohan 22 0 0 06 Apr 2024
Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration Xudong Guo Daming Shi Junjie Yu Wenhui Fan 38 4 0 05 Apr 2024
MEDIATE: Mutually Endorsed Distributed Incentive Acknowledgment Token Exchange Philipp Altmann Katharina Winter Michael Kolle Maximilian Zorn Thomy Phan Claudia Linnhoff-Popien 33 0 0 04 Apr 2024
Population-aware Online Mirror Descent for Mean-Field Games by Deep Reinforcement Learning Zida Wu Mathieu Lauriere Samuel Jia Cong Chua M. Geist Olivier Pietquin Ankur M. Mehta 22 5 0 06 Mar 2024
SMAUG: A Sliding Multidimensional Task Window-Based MARL Framework for Adaptive Real-Time Subtask Recognition Wenjing Zhang Wei Zhang 39 0 0 04 Mar 2024
Towards Fair and Efficient Learning-based Congestion Control Xudong Liao Han Tian Chaoliang Zeng Xinchen Wan Kai Chen 23 6 0 04 Mar 2024
Solving Multi-Entity Robotic Problems Using Permutation Invariant Neural Networks Tianxu An Joonho Lee Marko Bjelonic Flavio De Vincenti Marco Hutter 26 2 0 28 Feb 2024
Learning to Model Diverse Driving Behaviors in Highly Interactive Autonomous Driving Scenarios with Multi-Agent Reinforcement Learning Weiwei Liu Wenxuan Hu Wei Jing Lanxin Lei Lingping Gao Yong Liu 39 2 0 21 Feb 2024
Optimal Task Assignment and Path Planning using Conflict-Based Search with Precedence and Temporal Constraints Yu Quan Chong Jiaoyang Li Katia P. Sycara 21 0 0 13 Feb 2024
Mixed Q-Functionals: Advancing Value-Based Methods in Cooperative MARL with Continuous Action Domains Yasin Findik S. Ahmadzadeh OffRL 30 4 0 12 Feb 2024
SUB-PLAY: Adversarial Policies against Partially Observed Multi-Agent Reinforcement Learning Systems Oubo Ma Yuwen Pu L. Du Yang Dai Ruo Wang Xiaolei Liu Yingcai Wu Shouling Ji AAML 25 3 0 06 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
Backpropagation Through Agents Zhiyuan Li Wenshuai Zhao Lijun Wu J. Pajarinen 24 1 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
AgentMixer: Multi-Agent Correlated Policy Factorization Zhiyuan Li Wenshuai Zhao Lijun Wu J. Pajarinen OffRL 40 1 0 16 Jan 2024
BET: Explaining Deep Reinforcement Learning through The Error-Prone Decisions Xiao Liu Jie Zhao Wubing Chen Mao Tan Yongxin Su OffRL FAtt 18 0 0 14 Jan 2024
A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based Applications Hamidreza Mazandarani Masoud Shokrnezhad T. Taleb 23 6 0 12 Jan 2024
Innate-Values-driven Reinforcement Learning for Cooperative Multi-Agent Systems Qin Yang 11 0 0 10 Jan 2024
Adaptive trajectory-constrained exploration strategy for deep reinforcement learning Guojian Wang Faguo Wu Xiao Zhang Ning Guo Zhiming Zheng 20 3 0 27 Dec 2023
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library Wenzhang Liu Wenzhe Cai Kun Jiang Guangran Cheng Yuanda Wang Jiawei Wang Jingyu Cao Lele Xu Chaoxu Mu Changyin Sun 31 4 0 25 Dec 2023
Multi-Task Multi-Agent Shared Layers are Universal Cognition of Multi-Agent Coordination Jiawei Wang Jian Zhao Zhengtao Cao Ruili Feng Rongjun Qin Yang Yu 22 1 0 25 Dec 2023
TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient Xingzhou Lou Junge Zhang Timothy J. Norman Kaiqi Huang Yali Du 16 0 0 25 Dec 2023
Context-aware Communication for Multi-agent Reinforcement Learning Xinran Li Jun Zhang 9 7 0 25 Dec 2023
Dynamic Routing for Integrated Satellite-Terrestrial Networks: A Constrained Multi-Agent Reinforcement Learning Approach Yifeng Lyu Han Hu Rongfei Fan Zhi Liu J. An Shiwen Mao 23 13 0 23 Dec 2023
Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles Ruoqi Wen Jiahao Huang Rongpeng Li Guoru Ding Zhifeng Zhao 29 1 0 21 Dec 2023
Global Rewards in Multi-Agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems Heiko Hoppe Tobias Enders Quentin Cappart Maximilian Schiffer 31 2 0 14 Dec 2023
Adaptive parameter sharing for multi-agent reinforcement learning Dapeng Li Na Lou Bin Zhang Zhiwei Xu Guoliang Fan 6 3 0 14 Dec 2023
Noise Distribution Decomposition based Multi-Agent Distributional Reinforcement Learning Wei Geng Baidi Xiao Rongpeng Li Ning Wei Dong Wang Zhifeng Zhao 16 1 0 12 Dec 2023
DCIR: Dynamic Consistency Intrinsic Reward for Multi-Agent Reinforcement Learning Kun-Li Channing Lin Yufeng Wang Peihao Chen Runhao Zeng Siyuan Zhou Mingkui Tan Chuang Gan AI4CE 16 0 0 10 Dec 2023
Vision-based Learning for Drones: A Survey Jiaping Xiao Rangya Zhang Yuhang Zhang Mir Feroskhan 27 3 0 08 Dec 2023
Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning Zican Hu Zongzhang Zhang Huaxiong Li Chunlin Chen Hongyu Ding Zhi Wang 60 8 0 08 Dec 2023
MACCA: Offline Multi-agent Reinforcement Learning with Causal Credit Assignment Ziyan Wang Yali Du Yudi Zhang Meng Fang Biwei Huang OffRL 23 1 0 06 Dec 2023