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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
Shaping Rewards, Shaping Routes: On Multi-Agent Deep Q-Networks for Routing in Satellite Constellation Networks Manuel M. H. Roth Anupama Hegde T. Delamotte Andreas Knopp 57 1 0 04 Aug 2024
Language-Conditioned Offline RL for Multi-Robot Navigation Steven D. Morad Ajay Shankar J. Blumenkamp Amanda Prorok LM&Ro OffRL 106 7 0 29 Jul 2024
Collaborative Adaptation for Recovery from Unforeseen Malfunctions in Discrete and Continuous MARL Domains Yasin Findik Hunter Hasenfus Reza Azadeh 62 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 66 1 0 27 Jul 2024
B2MAPO: A Batch-by-Batch Multi-Agent Policy Optimization to Balance Performance and Efficiency Wenjing Zhang Wei Zhang Wenqing Hu Yifan Wang OffRL 59 0 0 21 Jul 2024
POGEMA: A Benchmark Platform for Cooperative Multi-Agent Pathfinding Alexey Skrynnik Anton Andreychuk Anatolii Borzilov Alexander Chernyavskiy Konstantin Yakovlev Aleksandr I. Panov 89 3 0 20 Jul 2024
LLM-Empowered State Representation for Reinforcement Learning Boyuan Wang Yun Qu Yuhang Jiang Jianzhun Shao Chang-rui Liu Wenming Yang Xiangyang Ji 91 14 0 18 Jul 2024
ROLeR: Effective Reward Shaping in Offline Reinforcement Learning for Recommender Systems Yi Zhang Ruihong Qiu Jiajun Liu Sen Wang OffRL 105 1 0 18 Jul 2024
Subequivariant Reinforcement Learning in 3D Multi-Entity Physical Environments Runfa Chen Ling Wang Yu Du Tianrui Xue Gang Hua Jianwei Zhang Wenbing Huang OffRL 105 1 0 17 Jul 2024
Learning Coordinated Maneuver in Adversarial Environments Zechen Hu Manshi Limbu Daigo Shishika Xuesu Xiao Xuan Wang 67 0 0 12 Jul 2024
Communication-Aware Reinforcement Learning for Cooperative Adaptive Cruise Control Sicong Jiang Seongjin Choi Lijun Sun 80 1 0 12 Jul 2024
Hierarchical Consensus-Based Multi-Agent Reinforcement Learning for Multi-Robot Cooperation Tasks Pu Feng Junkang Liang Size Wang Xin Yu Xin Ji Yiting Chen Kui Zhang Rongye Shi Wenjun Wu 126 7 0 11 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 138 1 0 09 Jul 2024
Multi-agent Off-policy Actor-Critic Reinforcement Learning for Partially Observable Environments Ainur Zhaikhan Ali H. Sayed OffRL 117 0 0 06 Jul 2024
Simplifying Deep Temporal Difference Learning Matteo Gallici Mattie Fellows Benjamin Ellis B. Pou Ivan Masmitja Jakob Foerster Mario Martin OffRL 175 26 0 05 Jul 2024
Optimizing Age of Information in Vehicular Edge Computing with Federated Graph Neural Network Multi-Agent Reinforcement Learning Wenhua Wang Qiong Wu Pingyi Fan Nan Cheng Wen Chen Jiangzhou Wang Khaled B. Letaief 53 1 0 01 Jul 2024
Coordination Failure in Cooperative Offline MARL C. Tilbury Claude Formanek Louise Beyers Jonathan P. Shock Arnu Pretorius OffRL 90 3 0 01 Jul 2024
Diffusion Models for Offline Multi-agent Reinforcement Learning with Safety Constraints Jianuo Huang OffRL 65 0 0 30 Jun 2024
Multi-agent Cooperative Games Using Belief Map Assisted Training Qinwei Huang Chen Luo Alex B. Wu Simon Khan Hai Helen Li Qinru Qiu 61 0 0 27 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 54 0 0 25 Jun 2024
Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks Feiyang Xu Shunyu Liu Yunpeng Qing Yihe Zhou Yuwen Wang Mingli Song 55 3 0 25 Jun 2024
Hierarchical Framework for Optimizing Wildfire Surveillance and Suppression using Human-Autonomous Teaming Mahdi Al-Husseini K. H. Wray Mykel J. Kochenderfer 60 0 0 25 Jun 2024
The Overcooked Generalisation Challenge Constantin Ruhdorfer Matteo Bortoletto Anna Penzkofer Andreas Bulling 116 4 0 25 Jun 2024
Quantum Multi-Agent Reinforcement Learning for Cooperative Mobile Access in Space-Air-Ground Integrated Networks Gyu Seon Kim Yeryeong Cho Jaehyun Chung Soohyun Park Soyi Jung Zhu Han Joongheon Kim 58 2 0 24 Jun 2024
Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models Yang Zhang Chenjia Bai Bin Zhao Junchi Yan Xiu Li Xuelong Li OffRL 62 2 0 22 Jun 2024
Multi-Task Lane-Free Driving Strategy for Connected and Automated Vehicles: A Multi-Agent Deep Reinforcement Learning Approach M. Berahman M. Rostami-Shahrbabaki Klaus Bogenberger 51 0 0 20 Jun 2024
Robust Cooperative Multi-Agent Reinforcement Learning:A Mean-Field Type Game Perspective Muhammad Aneeq uz Zaman Mathieu Laurière Alec Koppel Tamer Basar 96 3 0 20 Jun 2024
An Imitative Reinforcement Learning Framework for Autonomous Dogfight Siyuan Li Rongchang Zuo Peng Liu Yingnan Zhao Yingnan Zhao 112 1 0 17 Jun 2024
Toward Optimal LLM Alignments Using Two-Player Games Rui Zheng Hongyi Guo Zhihan Liu Xiaoying Zhang Yuanshun Yao ... Tao Gui Qi Zhang Xuanjing Huang Hang Li Yang Liu 116 6 0 16 Jun 2024
Tree Search for Simultaneous Move Games via Equilibrium Approximation Ryan Yu A. Olshevsky Peter Chin 79 0 0 14 Jun 2024
Dispelling the Mirage of Progress in Offline MARL through Standardised Baselines and Evaluation Claude Formanek C. Tilbury Louise Beyers Jonathan P. Shock Arnu Pretorius OffRL 95 3 0 13 Jun 2024
Carbon Market Simulation with Adaptive Mechanism Design Han Wang Wenhao Li Hongyuan Zha Baoxiang Wang 59 3 0 12 Jun 2024
Multi-agent Reinforcement Learning with Deep Networks for Diverse Q-Vectors Zhenglong Luo Zhiyong Chen James Welsh 37 1 0 12 Jun 2024
EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning Yijun Hao Shusen Yang Fang Li Yifan Zhang Shibo Wang Xuebin Ren 64 2 0 11 Jun 2024
Locally Interdependent Multi-Agent MDP: Theoretical Framework for Decentralized Agents with Dynamic Dependencies Alex DeWeese Guannan Qu 83 3 0 10 Jun 2024
Adaptive Opponent Policy Detection in Multi-Agent MDPs: Real-Time Strategy Switch Identification Using Running Error Estimation Mohidul Haque Mridul Mohammad Foysal Khan Redwan Ahmed Rizvee Md. Mosaddek Khan AAML 47 0 0 10 Jun 2024
Risk Sensitivity in Markov Games and Multi-Agent Reinforcement Learning: A Systematic Review Hafez Ghaemi Shirin Jamshidi Mohammad Mashreghi M. N. Ahmadabadi Hamed Kebriaei 108 1 0 10 Jun 2024
Massively Multiagent Minigames for Training Generalist Agents Kyoung Whan Choe Ryan Sullivan Joseph Suárez AI4CE 73 0 0 07 Jun 2024
Inductive Generalization in Reinforcement Learning from Specifications Vignesh Subramanian Rohit Kushwah Subhajit Roy Suguman Bansal OffRL 107 1 0 05 Jun 2024
Representation Learning For Efficient Deep Multi-Agent Reinforcement Learning Dom Huh Prasant Mohapatra 91 1 0 05 Jun 2024
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning Wenzhe Li Zihan Ding Seth Karten Chi Jin 111 2 0 04 Jun 2024
LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning Hyungho Na IL-Chul Moon 67 1 0 30 May 2024
Normative Modules: A Generative Agent Architecture for Learning Norms that Supports Multi-Agent Cooperation Atrisha Sarkar Andrei Ioan Muresanu Carter Blair Aaryam Sharma Rakshit S Trivedi Gillian K Hadfield 100 1 0 29 May 2024
Safe Multi-Agent Reinforcement Learning with Bilevel Optimization in Autonomous Driving Zhi Zheng Shangding Gu 79 3 0 28 May 2024
Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning Xinran Li Zifan Liu Shibo Chen Jun Zhang 82 3 0 28 May 2024
Knowing What Not to Do: Leverage Language Model Insights for Action Space Pruning in Multi-agent Reinforcement Learning Zhihao Liu Xianliang Yang Zichuan Liu Yifan Xia Wei Jiang Yuanyu Zhang Lijuan Li Guoliang Fan Lei Song Bian Jiang LLMAG 82 3 0 27 May 2024
LLM-Based Cooperative Agents using Information Relevance and Plan Validation SeungWon Seo Junhyeok Lee SeongRae Noh HyeongYeop Kang 42 0 0 27 May 2024
Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning Matteo Bettini Ryan Kortvelesy Amanda Prorok 69 7 0 23 May 2024
Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing Amutheezan Sivagnanam Ava Pettet Hunter Lee Ayan Mukhopadhyay Abhishek Dubey Aron Laszka 119 0 0 21 May 2024
Efficient Multi-agent Reinforcement Learning by Planning Qihan Liu Jianing Ye Xiaoteng Ma Jun Yang Bin Liang Chongjie Zhang 71 6 0 20 May 2024