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
Reinforcement Learning based Workflow Scheduling in Cloud and Edge Computing Environments: A Taxonomy, Review and Future Directions Amanda Jayanetti Saman K. Halgamuge Rajkumar Buyya 23 0 0 06 Aug 2024
Collaborative Adaptation for Recovery from Unforeseen Malfunctions in Discrete and Continuous MARL Domains Yasin Findik Hunter Hasenfus Reza Azadeh 33 0 0 27 Jul 2024
Relational Q-Functionals: Multi-Agent Learning to Recover from Unforeseen Robot Malfunctions in Continuous Action Domains Yasin Findik Paul Robinette Kshitij Jerath Reza Azadeh 36 1 0 27 Jul 2024
FedMRL: Data Heterogeneity Aware Federated Multi-agent Deep Reinforcement Learning for Medical Imaging Pranab Sahoo Ashutosh Tripathi Sriparna Saha S. Mondal 48 0 0 08 Jul 2024
Simplifying Deep Temporal Difference Learning Matteo Gallici Mattie Fellows Benjamin Ellis B. Pou Ivan Masmitja Jakob Foerster Mario Martin OffRL 62 17 0 05 Jul 2024
Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning Junkai Zhang Yifan Zhang Xi Sheryl Zhang Yifan Zang Jian Cheng 44 4 0 26 Jun 2024
CuDA2: An approach for Incorporating Traitor Agents into Cooperative Multi-Agent Systems Zhen Chen Yong Liao Youpeng Zhao Zipeng Dai Jian Zhao AAML 30 0 0 25 Jun 2024
A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo Miguel Vasco Takuma Seno Kenta Kawamoto K. Subramanian Peter R. Wurman Peter Stone 56 6 0 18 Jun 2024
Decentralized Collaborative Pricing and Shunting for Multiple EV Charging Stations Based on Multi-Agent Reinforcement Learning Tianhao Bu Hang Li Guojie Li 28 0 0 17 Jun 2024
Mix Q-learning for Lane Changing: A Collaborative Decision-Making Method in Multi-Agent Deep Reinforcement Learning Xiaojun Bi Mingjie He Yiwen Sun 28 1 0 14 Jun 2024
Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning Yizhe Huang Guy Van den Broeck Fanqi Kong Yaodong Yang Song-Chun Zhu Xue Feng 44 3 0 12 Jun 2024
Carbon Market Simulation with Adaptive Mechanism Design Han Wang Wenhao Li Hongyuan Zha Baoxiang Wang 35 3 0 12 Jun 2024
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning Wenzhe Li Zihan Ding Seth Karten Chi Jin 40 1 0 04 Jun 2024
Reciprocal Reward Influence Encourages Cooperation From Self-Interested Agents John L. Zhou Weizhe Hong Jonathan C. Kao 35 0 0 03 Jun 2024
LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning Hyungho Na IL-Chul Moon 48 1 0 30 May 2024
A finite time analysis of distributed Q-learning Han-Dong Lim Donghwan Lee OffRL 52 0 0 23 May 2024
Efficient Multi-agent Reinforcement Learning by Planning Qihan Liu Jianing Ye Xiaoteng Ma Jun Yang Bin Liang Chongjie Zhang 35 4 0 20 May 2024
Learning Multi-Agent Communication from Graph Modeling Perspective Shengchao Hu Li Shen Ya Zhang Dacheng Tao AI4CE 40 21 0 14 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 32 0 0 13 May 2024
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization Zhiyuan Ning Chunlin Tian Meng Xiao Wei Fan Pengyang Wang Li Li P. Wang Yuanchun Zhou 34 7 0 10 May 2024
Ranking-based Client Selection with Imitation Learning for Efficient Federated Learning Chunlin Tian Zhanying Shi Xinpeng Qin Li Li Chengzhong Xu FedML 36 2 0 07 May 2024
Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning Dapeng Li Hang Dong Lu Wang Bo Qiao Si Qin ... Dongmei Zhang Qi Zhang Zhiwei Xu Bin Zhang Guoliang Fan 51 4 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 57 2 0 23 Apr 2024
Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories Ning Yang Shuo Chen Haijun Zhang Randall Berry OffRL 39 6 0 22 Apr 2024
Securing the Skies: An IRS-Assisted AoI-Aware Secure Multi-UAV System with Efficient Task Offloading Poorvi Joshi Alakesh Kalita Gurusamy Mohan 32 0 0 06 Apr 2024
Do We Really Need a Complex Agent System? Distill Embodied Agent into a Single Model Zhonghan Zhao Ke Ma Wenhao Chai Xuan Wang Kewei Chen Dongxu Guo Yanting Zhang Hongwei Wang Gaoang Wang 45 16 0 06 Apr 2024
Growing Q-Networks: Solving Continuous Control Tasks with Adaptive Control Resolution Tim Seyde Peter Werner Wilko Schwarting Markus Wulfmeier Daniela Rus OffRL 40 4 0 05 Apr 2024
Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks Xingran Chen Navid Naderializadeh Alejandro Ribeiro Shirin Saeedi Bidokhti 180 1 0 04 Apr 2024
MARL-LNS: Cooperative Multi-agent Reinforcement Learning via Large Neighborhoods Search Weizhe Chen Sven Koenig B. Dilkina 39 0 0 03 Apr 2024
Prioritized League Reinforcement Learning for Large-Scale Heterogeneous Multiagent Systems Qing Fu Zhiqiang Pu Min Chen Tenghai Qiu Jianqiang Yi 40 0 0 26 Mar 2024
MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification Yiqun Chen Jiaxin Mao Yi Zhang Dehong Ma Long Xia Jun Fan Daiting Shi Zhicong Cheng Simiu Gu Dawei Yin 23 2 0 26 Mar 2024
MQE: Unleashing the Power of Interaction with Multi-agent Quadruped Environment Ziyan Xiong Bo Chen Shiyu Huang Weijuan Tu Zhaofeng He Yang Gao 40 4 0 24 Mar 2024
Hierarchical Auto-Organizing System for Open-Ended Multi-Agent Navigation Zhonghan Zhao Kewei Chen Dongxu Guo Wenhao Chai Tianbo Ye Yanting Zhang Gaoang Wang 64 21 0 13 Mar 2024
Scaling Team Coordination on Graphs with Reinforcement Learning Manshi Limbu Zechen Hu Xuan Wang Daigo Shishika Xuesu Xiao 31 4 0 09 Mar 2024
SMAUG: A Sliding Multidimensional Task Window-Based MARL Framework for Adaptive Real-Time Subtask Recognition Wenjing Zhang Wei Zhang 47 0 0 04 Mar 2024
Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning Hyungho Na Yunkyeong Seo IL-Chul Moon 26 7 0 02 Mar 2024
Solving Multi-Entity Robotic Problems Using Permutation Invariant Neural Networks Tianxu An Joonho Lee Marko Bjelonic Flavio De Vincenti Marco Hutter 34 2 0 28 Feb 2024
HKD-SHO: A hybrid smart home system based on knowledge-based and data-driven services Mingming Qiu Elie Najm Rémi Sharrock Bruno Traverson 24 1 0 15 Feb 2024
Non-orthogonal Age-Optimal Information Dissemination in Vehicular Networks: A Meta Multi-Objective Reinforcement Learning Approach A. A. Habob Hina Tabassum Omer Waqar 11 2 0 15 Feb 2024
Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning for Digital Twins Eslam Eldeeb Houssem Sifaou Osvaldo Simeone M. Shehab Hirley Alves OffRL 50 3 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
Learning the Expected Core of Strictly Convex Stochastic Cooperative Games Nam-Phuong Tran T. Ta Richard Willis Debmalya Mandal Yali Du Long Tran-Thanh 22 0 0 10 Feb 2024
Fully Independent Communication in Multi-Agent Reinforcement Learning Rafael Pina V. D. Silva Corentin Artaud Xiaolan Liu 32 4 0 26 Jan 2024
Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking Yujiao Zhu Ming Chen Sihua Wang Ye Hu Yuchen Liu Changchuan Yin 18 5 0 22 Jan 2024
T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration Chuxiong Sun Zehua Zang Jiabao Li Jiangmeng Li Xiao Xu Rui Wang Changwen Zheng 22 8 0 19 Jan 2024
REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes David Ireland Giovanni Montana 48 3 0 16 Jan 2024
AgentMixer: Multi-Agent Correlated Policy Factorization Zhiyuan Li Wenshuai Zhao Lijun Wu Joni Pajarinen OffRL 48 1 0 16 Jan 2024
CycLight: learning traffic signal cooperation with a cycle-level strategy Gengyue Han Xiaohan Liu Xianyue Peng Hao Wang Yu Han 14 6 0 16 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
Contrastive learning-based agent modeling for deep reinforcement learning Wenhao Ma Yu-Cheng Chang Jie Yang Yu-Kai Wang Chin-Teng Lin OffRL 32 0 0 30 Dec 2023