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
Formal Modelling for Multi-Robot Systems Under Uncertainty Charlie Street Masoumeh Mansouri Bruno Lacerda 8 0 0 26 May 2023
MARC: A multi-agent robots control framework for enhancing reinforcement learning in construction tasks Kangkang Duan C. W. Suen Zhengbo Zou 13 1 0 23 May 2023
Semantically Aligned Task Decomposition in Multi-Agent Reinforcement Learning Wenhao Li Dan Qiao Baoxiang Wang Xiangfeng Wang Bo Jin H. Zha 23 5 0 18 May 2023
Multi-Agent Reinforcement Learning: Methods, Applications, Visionary Prospects, and Challenges Ziyuan Zhou Guanjun Liu Ying-Si Tang 33 14 0 17 May 2023
Task-Oriented Communication Design at Scale Arsham Mostaani T. Vu Hamed Habibi Symeon Chatzinotas Björn E. Ottersten 11 3 0 15 May 2023
Mixture of personality improved Spiking actor network for efficient multi-agent cooperation Xiyun Li Ziyi Ni Jingqing Ruan Linghui Meng Jing Shi Tielin Zhang Bo Xu 53 4 0 10 May 2023
Communication-Robust Multi-Agent Learning by Adaptable Auxiliary Multi-Agent Adversary Generation Lei Yuan F. Chen Zhongzhan Zhang Yang Yu AAML 44 10 0 09 May 2023
On the Optimality, Stability, and Feasibility of Control Barrier Functions: An Adaptive Learning-Based Approach A. Chriat Chuangchuang Sun 11 4 0 05 May 2023
Single Node Injection Label Specificity Attack on Graph Neural Networks via Reinforcement Learning Dayuan Chen Jian Andrew Zhang Yuqian Lv Jinhuan Wang Hongjie Ni Shanqing Yu Zhen Wang Qi Xuan AAML 21 3 0 04 May 2023
Graph Exploration for Effective Multi-agent Q-Learning Ainur Zhaikhan A. H. Sayed 27 1 0 19 Apr 2023
Coordinated Defense Allocation in Reach-Avoid Scenarios with Efficient Online Optimization Junwei Liu Zikai Ouyang Jiahui Yang Hua Chen Haibo Lu Wei K. Zhang 18 3 0 01 Apr 2023
Reduce, Reuse, Recycle: Selective Reincarnation in Multi-Agent Reinforcement Learning Claude Formanek C. Tilbury Jonathan P. Shock Kale-ab Tessera Arnu Pretorius 24 3 0 31 Mar 2023
Embedding Contextual Information through Reward Shaping in Multi-Agent Learning: A Case Study from Google Football Chaoyi Gu V. D. Silva Corentin Artaud Rafael Pina 14 1 0 25 Mar 2023
Learning Reward Machines in Cooperative Multi-Agent Tasks Leo Ardon Daniel Furelos-Blanco A. Russo 15 5 0 24 Mar 2023
E2CoPre: Energy Efficient and Cooperative Collision Avoidance for UAV Swarms with Trajectory Prediction Shuangyao Huang Haibo Zhang Zhiyi Huang 14 7 0 11 Mar 2023
Demonstration-guided Deep Reinforcement Learning for Coordinated Ramp Metering and Perimeter Control in Large Scale Networks Zijian Hu Wei-Ying Ma 11 5 0 04 Mar 2023
Quantum Multi-Agent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems C. Park Won Joon Yun Jae Pyoung Kim Tiago Koketsu Rodrigues Soohyun Park Soyi Jung Joongheon Kim 21 35 0 09 Feb 2023
Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning Lukas Schafer Oliver Slumbers Stephen Marcus McAleer Yali Du Stefano V. Albrecht D. Mguni 74 7 0 07 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 17 1 0 07 Feb 2023
Best Possible Q-Learning Jiechuan Jiang Zongqing Lu OffRL 18 5 0 02 Feb 2023
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability Thomy Phan Fabian Ritz Philipp Altmann Maximilian Zorn Jonas Nusslein Michael Kolle Thomas Gabor Claudia Linnhoff-Popien 22 12 0 04 Jan 2023
Asynchronous Hybrid Reinforcement Learning for Latency and Reliability Optimization in the Metaverse over Wireless Communications Wen-li Yu Terence Jie Chua Jun Zhao OffRL 11 20 0 30 Dec 2022
Effects of Spectral Normalization in Multi-agent Reinforcement Learning K. Mehta Anuj Mahajan Priyesh Kumar 16 7 0 10 Dec 2022
Curriculum Learning for Relative Overgeneralization Lin Shi Bei Peng 20 1 0 06 Dec 2022
The Design and Realization of Multi-agent Obstacle Avoidance based on Reinforcement Learning Enyu Zhao Chanjuan Liu Houfu Su Yang Liu AI4CE 12 0 0 24 Oct 2022
Classifying Ambiguous Identities in Hidden-Role Stochastic Games with Multi-Agent Reinforcement Learning Shijie Han Siyuan Li Bo An Wei Zhao P. Liu 21 0 0 24 Oct 2022
ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward Zixian Ma Rose E. Wang Li Fei-Fei Michael S. Bernstein Ranjay Krishna 19 16 0 09 Oct 2022
Entropy Enhanced Multi-Agent Coordination Based on Hierarchical Graph Learning for Continuous Action Space Yining Chen Ke Wang Guang-hua Song Xiaohong Jiang 18 3 0 23 Aug 2022
Quantum Multi-Agent Meta Reinforcement Learning Won Joon Yun Jihong Park Joongheon Kim 19 34 0 22 Aug 2022
Ad Hoc Teamwork in the Presence of Adversaries Ted Fujimoto Samrat Chatterjee A. Ganguly 25 2 0 09 Aug 2022
Multi-agent reinforcement learning for intent-based service assurance in cellular networks S. K. Perepu †. JeanP.Martins Ricardo Souza Kaushik Dey 6 2 0 07 Aug 2022
Maximum Correntropy Value Decomposition for Multi-agent Deep Reinforcemen Learning Kai Liu Tianxian Zhang L. Kong 20 0 0 07 Aug 2022
Risk Perspective Exploration in Distributional Reinforcement Learning Ji-Yun Oh Joonkee Kim Se-Young Yun 9 5 0 28 Jun 2022
MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer Jeewon Jeon Woojun Kim Whiyoung Jung Young-Jin Sung 13 35 0 20 Jun 2022
Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning Wei Fu Chao Yu Zelai Xu Jiaqi Yang Yi Wu 24 32 0 15 Jun 2022
RoMFAC: A robust mean-field actor-critic reinforcement learning against adversarial perturbations on states Ziyuan Zhou Guanjun Liu AAML 30 23 0 15 May 2022
Resilient robot teams: a review integrating decentralised control, change-detection, and learning David M. Bossens Sarvapali Ramchurn Danesh Tarapore 25 5 0 21 Apr 2022
Distributed Reinforcement Learning for Robot Teams: A Review Yutong Wang Mehul Damani Pamela Wang Yuhong Cao Guillaume Sartoretti 39 22 0 07 Apr 2022
Building Decision Forest via Deep Reinforcement Learning Guixuan Wen Kaigui Wu 9 4 0 01 Apr 2022
Remember and Forget Experience Replay for Multi-Agent Reinforcement Learning Pascal Weber Daniel Wälchli Mustafa Zeqiri P. Koumoutsakos CLL OffRL 8 7 0 24 Mar 2022
PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration Pengyi Li Hongyao Tang Tianpei Yang Xiaotian Hao Tong Sang ... Jianye Hao Matthew E. Taylor Wenyuan Tao Zhen Wang Fazl Barez 11 30 0 16 Mar 2022
Learning to Infer Belief Embedded Communication Guo Ye Han Liu B. Sengupta 13 0 0 15 Mar 2022
Multi-Agent Policy Transfer via Task Relationship Modeling Rongjun Qin F. Chen Tonghan Wang Lei Yuan Xiaoran Wu Zongzhang Zhang Chongjie Zhang Yang Yu 30 19 0 09 Mar 2022
Hierarchically Structured Scheduling and Execution of Tasks in a Multi-Agent Environment Diogo S. Carvalho B. Sengupta 17 2 0 06 Mar 2022
Disentangling Successor Features for Coordination in Multi-agent Reinforcement Learning Seungchan Kim Neale Van Stralen Girish Chowdhary Huy T. Tran 9 0 0 15 Feb 2022
Revisiting QMIX: Discriminative Credit Assignment by Gradient Entropy Regularization Jian Zhao Yue Zhang Xu Hu Weixun Wang Wen-gang Zhou Jianye Hao Jiangcheng Zhu Houqiang Li 14 4 0 09 Feb 2022
Value Functions Factorization with Latent State Information Sharing in Decentralized Multi-Agent Policy Gradients Hanhan Zhou Tian-Shing Lan Vaneet Aggarwal 24 30 0 04 Jan 2022
Self-Organized Polynomial-Time Coordination Graphs Qianlan Yang Weijun Dong Zhizhou Ren Jianhao Wang Tonghan Wang Chongjie Zhang 18 16 0 07 Dec 2021
Off-Policy Correction For Multi-Agent Reinforcement Learning Michał Zawalski Bla.zej Osiñski Henryk Michalewski Piotr Milo's OffRL 16 2 0 22 Nov 2021
Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification L. Pan Longbo Huang Tengyu Ma Huazhe Xu OffRL OnRL 25 51 0 22 Nov 2021