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
Fixing Incomplete Value Function Decomposition for Multi-Agent Reinforcement Learning Andrea Baisero Rupali Bhati Shuo Liu Aathira Pillai Christopher Amato 24 0 0 15 May 2025
Bi-level Mean Field: Dynamic Grouping for Large-Scale MARL Yuxuan Zheng Yihe Zhou Feiyang Xu Mingli Song Shunyu Liu OffRL 34 0 0 10 May 2025
Multi-agent Embodied AI: Advances and Future Directions Zhaohan Feng Ruiqi Xue Lei Yuan Yang Yu Ning Ding M. Liu Bingzhao Gao Jian Sun Gang Wang AI4CE 57 1 0 08 May 2025
Rainbow Delay Compensation: A Multi-Agent Reinforcement Learning Framework for Mitigating Delayed Observation Songchen Fu Siang Chen Shaojing Zhao Letian Bai Ta Li Yonghong Yan 32 0 0 06 May 2025
Investigating Adaptive Tuning of Assistive Exoskeletons Using Offline Reinforcement Learning: Challenges and Insights Yasin Findik Christopher Coco Reza Azadeh OffRL 26 0 0 30 Apr 2025
Exploiting inter-agent coupling information for efficient reinforcement learning of cooperative LQR Shahbaz P Qadri Syed He Bai 43 0 0 29 Apr 2025
Solving Multi-Agent Safe Optimal Control with Distributed Epigraph Form MARL Songyuan Zhang Oswin So Mitchell Black Zachary Serlin Chuchu Fan 31 0 0 21 Apr 2025
QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning? Zhouyang Jiang Bin Zhang Airong Wei Zhiwei Xu OffRL 37 0 0 17 Apr 2025
LERO: LLM-driven Evolutionary framework with Hybrid Rewards and Enhanced Observation for Multi-Agent Reinforcement Learning Yuan Wei Xiaohan Shan Jianmin Li 41 0 0 25 Mar 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
Eval-PPO: Building an Efficient Threat Evaluator Using Proximal Policy Optimization Wuzhou Sun Siyi Li Qingxiang Zou Zixing Liao AAML 56 0 0 15 Mar 2025
SPECTra: Scalable Multi-Agent Reinforcement Learning with Permutation-Free Networks Hyunwoo Park Baekryun Seong Sang-Ki Ko GNN 62 0 0 14 Mar 2025
Guidelines for Applying RL and MARL in Cybersecurity Applications V. Mavroudis Gregory Palmer Sara Farmer Kez Smithson Whitehead David Foster Adam Price Ian Miles Alberto Caron Stephen Pasteris AAML 47 0 0 06 Mar 2025
Boosting Offline Optimizers with Surrogate Sensitivity Manh Cuong Dao Phi Le Nguyen Thao Nguyen Truong Trong Nghia Hoang OffRL 59 4 0 06 Mar 2025
Reinforcement Learning-based Threat Assessment Wuzhou Sun Siyi Li Qingxiang Zou Zixing Liao AAML 76 0 0 04 Mar 2025
SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning Xu Wan Chao Yang Cheng Yang Jie Song Mingyang Sun 65 0 0 03 Mar 2025
Factorized Deep Q-Network for Cooperative Multi-Agent Reinforcement Learning in Victim Tagging Maria A. Cardei Afsaneh Doryab 34 0 0 02 Mar 2025
Scalable Reinforcement Learning for Virtual Machine Scheduling Junjie Sheng JieHao Wu Haochuan Cui Yiqiu Hu Wenli Zhou Lei Zhu Qian Peng Wenhao Li Xiangfeng Wang OffRL 31 0 0 01 Mar 2025
Causal Mean Field Multi-Agent Reinforcement Learning Hao Ma Zhiqiang Pu Yi Pan Boyin Liu Junlong Gao Zhenyu Guo 83 0 0 20 Feb 2025
Autonomous Vehicles Using Multi-Agent Reinforcement Learning for Routing Decisions Can Harm Urban Traffic Anastasia Psarou Ahmet Onur Akman Łukasz Gorczyca Michał Hoffmann Zoltán György Varga Grzegorz Jamróz Rafał Kucharski 62 0 0 20 Feb 2025
Reflection of Episodes: Learning to Play Game from Expert and Self Experiences Xiaojie Xu Zongyuan Li Chang Lu Runnan Qi Yanan Ni ... Yongchun Fang Kuihua Huang Xian Guo Zhanghua Wu Zhenya Li 53 0 0 19 Feb 2025
Hierarchical Expert Prompt for Large-Language-Model: An Approach Defeat Elite AI in TextStarCraft II for the First Time Zongyuan Li Chang Lu Xiaojie Xu Runnan Qi Yanan Ni ... Xiangbei Liu Xinsong Zhang Yongchun Fang Kuihua Huang Xian Guo 41 0 0 16 Feb 2025
Task Offloading in Vehicular Edge Computing using Deep Reinforcement Learning: A Survey Ashab Uddin Ahmed Hamdi Sakr Ning Zhang OffRL 62 0 0 10 Feb 2025
Low-Rank Agent-Specific Adaptation (LoRASA) for Multi-Agent Policy Learning Beining Zhang Aditya Kapoor Mingfei Sun 54 0 0 08 Feb 2025
B3C: A Minimalist Approach to Offline Multi-Agent Reinforcement Learning Woojun Kim Katia P. Sycara OffRL 94 0 0 30 Jan 2025
CSAOT: Cooperative Multi-Agent System for Active Object Tracking Hy Nguyen Bao Pham Hung Du Srikanth Thudumu Rajesh Vasa K. Mouzakis 42 1 0 23 Jan 2025
An Offline Multi-Agent Reinforcement Learning Framework for Radio Resource Management Eslam Eldeeb Hirley Alves OffRL 80 0 0 22 Jan 2025
Tackling Uncertainties in Multi-Agent Reinforcement Learning through Integration of Agent Termination Dynamics S. Hazra P. Dasgupta Soumyajit Dey 36 0 0 21 Jan 2025
Preference-Based Multi-Agent Reinforcement Learning: Data Coverage and Algorithmic Techniques Natalia Zhang X. Wang Qiwen Cui Runlong Zhou Sham Kakade Simon S. Du OffRL 48 0 0 10 Jan 2025
Distributed Multi-Agent Reinforcement Learning with One-hop Neighbors and Compute Straggler Mitigation Baoqian Wang Junfei Xie Nikolay Atanasov 39 0 0 03 Jan 2025
SMAC-Hard: Enabling Mixed Opponent Strategy Script and Self-play on SMAC Yue Deng Yan Yu Weiyu Ma Zirui Wang Wenhui Zhu Jian Zhao Yin Zhang AAML 40 1 0 23 Dec 2024
Multi Agent Reinforcement Learning for Sequential Satellite Assignment Problems Joshua Holder Natasha Jaques Mehran Mesbahi 74 1 0 20 Dec 2024
An Advantage-based Optimization Method for Reinforcement Learning in Large Action Space Hai Lin Cheng Huang Zhihong Chen OffRL 72 0 0 17 Dec 2024
Integrating Transit Signal Priority into Multi-Agent Reinforcement Learning based Traffic Signal Control Dickness Kwesiga Suyash Chandra Vishnoi Angshuman Guin Michael Hunter 70 0 0 28 Nov 2024
An Investigation of Offline Reinforcement Learning in Factorisable Action Spaces Alex Beeson David Ireland Giovanni Montana OffRL 43 2 0 17 Nov 2024
A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs Myeongsoo Kim Tyler Stennett Saurabh Sinha Alessandro Orso 43 5 0 11 Nov 2024
Communication Learning in Multi-Agent Systems from Graph Modeling Perspective Shengchao Hu Li Shen Ya Zhang Dacheng Tao AI4CE 47 0 0 01 Nov 2024
Multi-agent cooperation through learning-aware policy gradients Alexander Meulemans Seijin Kobayashi J. Oswald Nino Scherrer Eric Elmoznino Blake A. Richards Guillaume Lajoie Blaise Agüera y Arcas João Sacramento 48 0 0 24 Oct 2024
Multi-Agent Actor-Critics in Autonomous Cyber Defense Mingjun Wang Remington Dechene 31 0 0 11 Oct 2024
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games Fanqi Kong Yizhe Huang Song-Chun Zhu Siyuan Qi Xue Feng 31 2 0 10 Oct 2024
Learning in complex action spaces without policy gradients Arash Tavakoli Sina Ghiassian Nemanja Rakićević OffRL 28 0 0 08 Oct 2024
Exploiting Structure in Offline Multi-Agent RL: The Benefits of Low Interaction Rank Wenhao Zhan Scott Fujimoto Zheqing Zhu Jason D. Lee Daniel Jiang Yonathan Efroni OffRL 29 0 0 01 Oct 2024
Enabling Multi-Robot Collaboration from Single-Human Guidance Zhengran Ji Lingyu Zhang Paul Sajda Boyuan Chen 34 1 0 30 Sep 2024
An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning Christopher Amato OffRL 31 9 0 04 Sep 2024
Cooperative Path Planning with Asynchronous Multiagent Reinforcement Learning Jiaming Yin Weixiong Rao Yu Xiao Keshuang Tang 21 0 0 01 Sep 2024
On Stateful Value Factorization in Multi-Agent Reinforcement Learning Enrico Marchesini Andrea Baisero Rupali Bhati Christopher Amato OffRL 21 3 0 27 Aug 2024
On Centralized Critics in Multi-Agent Reinforcement Learning Xueguang Lyu Andrea Baisero Yuchen Xiao Brett Daley Christopher Amato OffRL 34 10 0 26 Aug 2024
GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network Yuhao Pan Xiucheng Wang Zhiyao Xu Nan Cheng Wenchao Xu Jun-Jie Zhang 38 2 0 18 Aug 2024
Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems Zhuohui Zhang Bin He Bin Cheng Gang Li 40 1 0 14 Aug 2024
Improving Global Parameter-sharing in Physically Heterogeneous Multi-agent Reinforcement Learning with Unified Action Space Xiaoyang Yu Youfang Lin Shuo Wang Kai Lv Sheng Han 46 0 0 14 Aug 2024