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Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments

7 June 2017

Pieter Abbeel

Papers citing "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

50 / 1,627 papers shown

Title
Rethinking Soft Actor-Critic in High-Dimensional Action Spaces: The Cost of Ignoring Distribution Shift Yanjun Chen Wei Wei Xianghui Wang Zhiqiang Xu Xiaoyu Shen Wei Zhang 38 0 0 22 Oct 2024
RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space Jingdi Chen Hanhan Zhou Yongsheng Mei Carlee Joe-Wong Gina Adam Nathaniel D. Bastian Tian-Shing Lan OffRL 51 0 0 21 Oct 2024
FlickerFusion: Intra-trajectory Domain Generalizing Multi-Agent RL Woosung Koh Wonbeen Oh S. Kim Suhin Shin Hyeongjin Kim Jaein Jang Junghyun Lee Se-Young Yun 70 0 0 21 Oct 2024
IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning Vindula Jayawardana Baptiste Freydt Ao Qu Cameron Hickert Zhongxia Yan Cathy Wu 89 1 0 19 Oct 2024
Cooperation and Fairness in Multi-Agent Reinforcement Learning Jasmine Jerry Aloor Siddharth Nayak Sydney I. Dolan H. Balakrishnan 74 1 0 19 Oct 2024
Improving the Generalization of Unseen Crowd Behaviors for Reinforcement Learning based Local Motion Planners Wen Zheng Terence Ng Jianda Chen Sinno Jialin Pan Tianwei Zhang 86 0 0 16 Oct 2024
Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning Jiaheng Hu Zizhao Wang Peter Stone Roberto Martín-Martín 76 2 0 15 Oct 2024
Multiple Ships Cooperative Navigation and Collision Avoidance using Multi-agent Reinforcement Learning with Communication Y. Wang Y. Zhao 58 1 0 12 Oct 2024
Multi-Agent Actor-Critics in Autonomous Cyber Defense Mingjun Wang Remington Dechene 127 0 0 11 Oct 2024
Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning Xinran Li Ling Pan Jun Zhang 95 3 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 94 2 0 10 Oct 2024
OPTIMA: Optimized Policy for Intelligent Multi-Agent Systems Enables Coordination-Aware Autonomous Vehicles Rui Du Kai Zhao Jinlong Hou Qiang Zhang Peter Zhang 63 0 0 09 Oct 2024
Cooperative and Asynchronous Transformer-based Mission Planning for Heterogeneous Teams of Mobile Robots Milad Farjadnasab Shahin Sirouspour 114 0 0 08 Oct 2024
Learning in complex action spaces without policy gradients Arash Tavakoli Sina Ghiassian Nemanja Rakićević OffRL 74 0 0 08 Oct 2024
Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance Joshua McClellan Naveed Haghani John Winder Furong Huang Pratap Tokekar 65 7 0 03 Oct 2024
Learning Emergence of Interaction Patterns across Independent RL Agents in Multi-Agent Environments Vasanth Reddy Baddam Suat Gumussoy Almuatazbellah Boker Hoda Eldardiry OffRL AI4CE 68 0 0 03 Oct 2024
Choices are More Important than Efforts: LLM Enables Efficient Multi-Agent Exploration Yun Qu Boyuan Wang Yuhang Jiang Jianzhun Shao Yixiu Mao Cheems Wang Chang Liu Xiangyang Ji 135 5 0 03 Oct 2024
Breaking the mold: The challenge of large scale MARL specialization Stefan Juang Hugh Cao Arielle Zhou Ruochen Liu Nevin L. Zhang Elvis Liu 54 1 0 03 Oct 2024
MARLens: Understanding Multi-agent Reinforcement Learning for Traffic Signal Control via Visual Analytics Yutian Zhang Guohong Zheng Zhiyuan Liu Quan Li Haipeng Zeng 101 3 0 02 Oct 2024
Enabling Multi-Robot Collaboration from Single-Human Guidance Zhengran Ji Lingyu Zhang Paul Sajda Boyuan Chen 77 2 0 30 Sep 2024
The Price of Pessimism for Automated Defense Erick Galinkin Emmanouil Pountourakis Spiros Mancoridis AAML 65 1 0 28 Sep 2024
MBC: Multi-Brain Collaborative Control for Quadruped Robots Hang Liu Yi Cheng Rankun Li Xiaowen Hu Linqi Ye Houde Liu 75 0 0 24 Sep 2024
PathSeeker: Exploring LLM Security Vulnerabilities with a Reinforcement Learning-Based Jailbreak Approach Zhihao Lin Wei Ma Mingyi Zhou Yanjie Zhao Haoyu Wang Yang Liu Jun Wang Li Li AAML 91 8 0 21 Sep 2024
Scalable Multi-agent Reinforcement Learning for Factory-wide Dynamic Scheduling Jaeyeon Jang Diego Klabjan Han Liu Nital S. Patel Xiuqi Li Balakrishnan Ananthanarayanan Husam Dauod Tzung-Han Juang OffRL AI4CE 59 0 0 20 Sep 2024
On the Hardness of Decentralized Multi-Agent Policy Evaluation under Byzantine Attacks Hairi Minghong Fang Zifan Zhang Alvaro Velasquez Jia Liu AAML 92 1 0 19 Sep 2024
Putting Data at the Centre of Offline Multi-Agent Reinforcement Learning Claude Formanek Louise Beyers C. Tilbury Jonathan P. Shock Arnu Pretorius OffRL 88 2 0 18 Sep 2024
XP-MARL: Auxiliary Prioritization in Multi-Agent Reinforcement Learning to Address Non-Stationarity Jianye Xu Omar Sobhy Bassam Alrifaee 82 2 0 18 Sep 2024
Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies Alexei Pisacane Victor-Alexandru Darvariu Mirco Musolesi 48 0 0 12 Sep 2024
Tera-SpaceCom: GNN-based Deep Reinforcement Learning for Joint Resource Allocation and Task Offloading in TeraHertz Band Space Networks Zhifeng Hu Chong Han Wolfgang H. Gerstacker I. F. Akyildiz 90 0 0 12 Sep 2024
Cooperative Decision-Making for CAVs at Unsignalized Intersections: A MARL Approach with Attention and Hierarchical Game Priors Jiaqi Liu Peng Hang Xiaoxiang Na Chao Huang Jian Sun 157 10 0 09 Sep 2024
An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning Christopher Amato OffRL 64 11 0 04 Sep 2024
Two-Timescale Synchronization and Migration for Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Approach Wenshuai Liu Yaru Fu Yongna Guo Fu Lee Wang Wen Sun Yan Zhang 56 8 0 02 Sep 2024
Cooperative Path Planning with Asynchronous Multiagent Reinforcement Learning Jiaming Yin Weixiong Rao Yu Xiao Keshuang Tang 75 0 0 01 Sep 2024
Learning Multi-agent Multi-machine Tending by Mobile Robots Abdalwhab Abdalwhab Giovanni Beltrame Samira Ebrahimi Kahou David St-Onge 164 1 0 29 Aug 2024
On Stateful Value Factorization in Multi-Agent Reinforcement Learning Enrico Marchesini Andrea Baisero Rupali Bhati Christopher Amato OffRL 84 3 0 27 Aug 2024
Decentralized Unlabeled Multi-agent Pathfinding Via Target And Priority Swapping (With Supplementary) S. Dergachev Konstantin Yakovlev 66 0 0 27 Aug 2024
On Centralized Critics in Multi-Agent Reinforcement Learning Xueguang Lyu Andrea Baisero Yuchen Xiao Brett Daley Christopher Amato OffRL 79 11 0 26 Aug 2024
Distributed Noncoherent Joint Transmission Based on Multi-Agent Reinforcement Learning for Dense Small Cell MISO Systems Shaozhuang Bai Zhenzhen Gao Xuewen Liao 51 0 0 22 Aug 2024
Bayesian Optimization Framework for Efficient Fleet Design in Autonomous Multi-Robot Exploration David Molina Concha Jiping Li Haoran Yin Kyeonghyeon Park Hyun-Rok Lee Taesik Lee Dhruv Sirohi Chi-Guhn Lee 98 1 0 21 Aug 2024
Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks Yun Qu Boyuan Wang Jianzhun Shao Yuhang Jiang Chen Chen ... Qiang Fu Wei Yang Guang Yang Lanxiao Huang Xiangyang Ji OffRL 108 10 0 20 Aug 2024
Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey Ruiqi Zhang Jing Hou Florian Walter Shangding Gu Jiayi Guan Florian Röhrbein Yali Du Panpan Cai G. Chen Alois Knoll 134 15 0 19 Aug 2024
Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning Zhiwei Xu Hangyu Mao Nianmin Zhang Xin Xin Fajie Yuan ... Bin Zhang Guoliang Fan Zhumin Chen Changwei Wang Jiangjin Yin DiffM 80 1 0 18 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 83 4 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 70 1 0 14 Aug 2024
SigmaRL: A Sample-Efficient and Generalizable Multi-Agent Reinforcement Learning Framework for Motion Planning Jianye Xu Pan Hu Bassam Alrifaee 113 5 0 14 Aug 2024
An Introduction to Reinforcement Learning: Fundamental Concepts and Practical Applications Majid Ghasemi Amir Hossein Moosavi Ibrahim Sorkhoh Anjali Agrawal Fadi Alzhouri Dariush Ebrahimi OffRL 107 0 0 13 Aug 2024
Multi-Agent Continuous Control with Generative Flow Networks Shuang Luo Yinchuan Li Shunyu Liu Xu Zhang Yunfeng Shao Chao Wu AI4CE 113 3 0 13 Aug 2024
QTypeMix: Enhancing Multi-Agent Cooperative Strategies through Heterogeneous and Homogeneous Value Decomposition Songchen Fu Shaojing Zhao Ta Li Yonghong Yan 68 3 0 12 Aug 2024
Distributed Stackelberg Strategies in State-based Potential Games for Autonomous Decentralized Learning Manufacturing Systems Steve Yuwono Dorothea Schwung Andreas Schwung 51 0 0 12 Aug 2024
Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization Zhou Qin Kai Yuan Pratik Lahiri Wenyang Liu BDL 124 0 0 08 Aug 2024