Value-Decomposition Networks For Cooperative Multi-Agent Learning

16 June 2017

P. Sunehag

Guy Lever

A. Gruslys

Wojciech M. Czarnecki

Papers citing "Value-Decomposition Networks For Cooperative Multi-Agent Learning"

50 / 453 papers shown

Title
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library Wenzhang Liu Wenzhe Cai Kun Jiang Guangran Cheng Yuanda Wang Changyin Sun Jingyu Cao Lele Xu Chaoxu Mu Changyin Sun 39 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 30 1 0 25 Dec 2023
Multi-agent Reinforcement Learning: A Comprehensive Survey Dom Huh Prasant Mohapatra AI4CE 36 8 0 15 Dec 2023
On Diagnostics for Understanding Agent Training Behaviour in Cooperative MARL Wiem Khlifi Siddarth S. Singh Omayma Mahjoub Ruan de Kock Abidine Vall R. Gorsane Arnu Pretorius 44 1 0 13 Dec 2023
Efficiently Quantifying Individual Agent Importance in Cooperative MARL Omayma Mahjoub Ruan de Kock Siddarth S. Singh Wiem Khlifi Abidine Vall Kale-ab Tessera Arnu Pretorius FAtt 40 2 0 13 Dec 2023
How much can change in a year? Revisiting Evaluation in Multi-Agent Reinforcement Learning Siddarth S. Singh Omayma Mahjoub Ruan de Kock Wiem Khlifi Abidine Vall Kale-ab Tessera Arnu Pretorius 51 1 0 13 Dec 2023
Noise Distribution Decomposition based Multi-Agent Distributional Reinforcement Learning Wei Geng Baidi Xiao Rongpeng Li Ning Wei Dong Wang Zhifeng Zhao 25 1 0 12 Dec 2023
Mastering Complex Coordination through Attention-based Dynamic Graph Guangchong Zhou Zhiwei Xu Zeren Zhang Guoliang Fan GNN 12 0 0 07 Dec 2023
MACCA: Offline Multi-agent Reinforcement Learning with Causal Credit Assignment Ziyan Wang Yali Du Yudi Zhang Meng Fang Biwei Huang OffRL 31 1 0 06 Dec 2023
BenchMARL: Benchmarking Multi-Agent Reinforcement Learning Matteo Bettini Amanda Prorok Vincent Moens OffRL 47 15 0 03 Dec 2023
JaxMARL: Multi-Agent RL Environments in JAX Alex Rutherford Benjamin Ellis Matteo Gallici Jonathan Cook Andrei Lupu ... Bruno Lacerda Nick Hawes Tim Rocktaschel Chris Xiaoxuan Lu Jakob N. Foerster 41 27 0 16 Nov 2023
Staged Reinforcement Learning for Complex Tasks through Decomposed Environments Rafael Pina Corentin Artaud Xiaolan Liu V. D. Silva 25 1 0 05 Nov 2023
Learning Independently from Causality in Multi-Agent Environments Rafael Pina V. D. Silva Corentin Artaud LRM 19 0 0 05 Nov 2023
AlberDICE: Addressing Out-Of-Distribution Joint Actions in Offline Multi-Agent RL via Alternating Stationary Distribution Correction Estimation Daiki E. Matsunaga Jongmin Lee Jaeseok Yoon Stefanos Leonardos Pieter Abbeel Kee-Eung Kim OODD OffRL 30 3 0 03 Nov 2023
Optimistic Multi-Agent Policy Gradient Wenshuai Zhao Yi Zhao Zhiyuan Li Arno Solin Joni Pajarinen 20 0 0 03 Nov 2023
Impact of Relational Networks in Multi-Agent Learning: A Value-Based Factorization View Yasin Findik Paul Robinette Kshitij Jerath S. Ahmadzadeh 33 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 38 5 0 19 Oct 2023
Collaborative Adaptation: Learning to Recover from Unforeseen Malfunctions in Multi-Robot Teams Yasin Findik Paul Robinette Kshitij Jerath S. Ahmadzadeh 34 2 0 19 Oct 2023
MARVEL: Multi-Agent Reinforcement-Learning for Large-Scale Variable Speed Limits Yuhang Zhang Marcos Quiñones-Grueiro Zhiyao Zhang Yanbing Wang William Barbour Gautam Biswas Dan Work 38 5 0 18 Oct 2023
Theory of Mind for Multi-Agent Collaboration via Large Language Models Huao Li Yu Quan Chong Simon Stepputtis Joseph Campbell Dana Hughes Michael Lewis Katia P. Sycara LLMAG 36 62 0 16 Oct 2023
LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios Yazhe Niu Yuan Pu Zhenjie Yang Xueyan Li Tong Zhou Jiyuan Ren Shuai Hu Hongsheng Li Yu Liu 98 12 0 12 Oct 2023
Inverse Factorized Q-Learning for Cooperative Multi-agent Imitation Learning The Viet Bui Tien Mai Thanh Hong Nguyen 26 2 0 10 Oct 2023
Multi-Agent Reinforcement Learning Based on Representational Communication for Large-Scale Traffic Signal Control Rohit Bokade Xiaoning Jin Chris Amato 38 10 0 03 Oct 2023
Infer and Adapt: Bipedal Locomotion Reward Learning from Demonstrations via Inverse Reinforcement Learning Chao Liu Zhaoyuan Gu Hanran Wu Deniz Irem Erus Ye Zhao 42 6 0 28 Sep 2023
Leveraging World Model Disentanglement in Value-Based Multi-Agent Reinforcement Learning Zhizun Wang David Meger DRL 17 1 0 08 Sep 2023
Learning Cyber Defence Tactics from Scratch with Multi-Agent Reinforcement Learning Jacob Wiebe Ranwa Al Mallah Li Li AAML 36 3 0 25 Aug 2023
FoX: Formation-aware exploration in multi-agent reinforcement learning Yonghyeon Jo Sunwoo Lee Junghyuk Yum Seungyul Han 35 5 0 22 Aug 2023
Collaborative Route Planning of UAVs, Workers and Cars for Crowdsensing in Disaster Response Lei Han Chunyu Tu Zhiwen Yu Zhiyong Yu Weihua Shan Liang Wang Bin Guo 14 2 0 21 Aug 2023
Towards Few-shot Coordination: Revisiting Ad-hoc Teamplay Challenge In the Game of Hanabi Hadi Nekoei Xutong Zhao Janarthanan Rajendran Miao Liu Sarath Chandar 25 4 0 20 Aug 2023
Mimicking To Dominate: Imitation Learning Strategies for Success in Multiagent Competitive Games The Viet Bui Tien Mai T. Nguyen 13 1 0 20 Aug 2023
Nowhere to Go: Benchmarking Multi-robot Collaboration in Target Trapping Environment Hao Zhang Jiaming Chen Jiyu Cheng Yibin Li Simon X. Yang Wei Zhang 33 6 0 17 Aug 2023
Heterogeneous Multi-Agent Reinforcement Learning via Mirror Descent Policy Optimization Mohammad Mehdi Nasiri M. Rezghi 38 0 0 13 Aug 2023
Learning Team-Based Navigation: A Review of Deep Reinforcement Learning Techniques for Multi-Agent Pathfinding Jaeho Chung Jamil Fayyad Younes Al Younes H. Najjaran 33 13 0 11 Aug 2023
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization Xiangsen Wang Haoran Xu Yinan Zheng Xianyuan Zhan OffRL 33 23 0 21 Jul 2023
Leveraging Factored Action Spaces for Off-Policy Evaluation Aaman Rebello Shengpu Tang Jenna Wiens Sonali Parbhoo Department of Engineering CML OffRL 28 2 0 13 Jul 2023
MARBLER: An Open Platform for Standardized Evaluation of Multi-Robot Reinforcement Learning Algorithms R. Torbati Shubbham Lohiya Shivika Singh Meher Shashwat Nigam Harish Ravichandar 27 1 0 08 Jul 2023
Multi-Agent Cooperation via Unsupervised Learning of Joint Intentions Shanqi Liu Weiwei Liu Wenzhou Chen Guanzhong Tian Y. Liu 35 0 0 05 Jul 2023
Beyond Conservatism: Diffusion Policies in Offline Multi-agent Reinforcement Learning Zhuoran Li Ling Pan Longbo Huang DiffM OffRL 23 7 0 04 Jul 2023
Decentralized Multi-Agent Reinforcement Learning with Global State Prediction Josh Bloom Pranjal Paliwal Apratim Mukherjee Carlo Pinciroli 30 3 0 22 Jun 2023
Discovering Causality for Efficient Cooperation in Multi-Agent Environments Rafael Pina V. D. Silva Corentin Artaud 36 2 0 20 Jun 2023
Offline Multi-Agent Reinforcement Learning with Coupled Value Factorization Xiangsen Wang Xianyuan Zhan OffRL 29 5 0 15 Jun 2023
Hierarchical Task Network Planning for Facilitating Cooperative Multi-Agent Reinforcement Learning Xuechen Mu H. Zhuo Cen Chen Kai Zhang Chao Yu Jianye Hao 43 1 0 14 Jun 2023
Multi-agent Exploration with Sub-state Entropy Estimation Jian Tao Yang Zhang Yang Chen Xiu Li 26 1 0 10 Jun 2023
Reinforcement Learning With Reward Machines in Stochastic Games Jueming Hu Jean-Raphael Gaglione Yanze Wang Zhe Xu Ufuk Topcu Yongming Liu 18 1 0 27 May 2023
Monte-Carlo Search for an Equilibrium in Dec-POMDPs Yang You Vincent Thomas F. Colas Olivier Buffet 16 1 0 19 May 2023
Collective Large-scale Wind Farm Multivariate Power Output Control Based on Hierarchical Communication Multi-Agent Proximal Policy Optimization Yubao Zhang Xinyu Chen Sumei Gong Hao-lei Chen 24 8 0 17 May 2023
Boosting Value Decomposition via Unit-Wise Attentive State Representation for Cooperative Multi-Agent Reinforcement Learning Qingpeng Zhao Yuanyang Zhu Zichuan Liu Zhi Wang Chunlin Chen OffRL 33 1 0 12 May 2023
Learning Optimal "Pigovian Tax" in Sequential Social Dilemmas Yun Hua Shang Gao Wenhao Li Bo Jin Xiangfeng Wang H. Zha 24 3 0 10 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 61 4 0 10 May 2023
SMAClite: A Lightweight Environment for Multi-Agent Reinforcement Learning Adam Michalski Filippos Christianos Stefano V. Albrecht 23 3 0 09 May 2023