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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"

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Title
Configurable Mirror Descent: Towards a Unification of Decision Making Pengdeng Li Shuxin Li Chang Yang Xinrun Wang Shuyue Hu Xiao Huang Hau Chan Bo An 85 1 0 20 May 2024
LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions Chuanneng Sun Songjun Huang D. Pompili LLMAG 122 35 0 17 May 2024
Learning Multi-Agent Communication from Graph Modeling Perspective Shengchao Hu Li Shen Ya Zhang Dacheng Tao AI4CE 88 26 0 14 May 2024
Safety Constrained Multi-Agent Reinforcement Learning for Active Voltage Control Yang Qu Jinming Ma Feng Wu 70 4 0 14 May 2024
No-Regret Learning of Nash Equilibrium for Black-Box Games via Gaussian Processes Minbiao Han Fengxue Zhang Yuxin Chen 68 4 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 174 0 0 13 May 2024
Pursuit-Evasion for Car-like Robots with Sensor Constraints B. M. Gonultas Volkan Isler 104 0 0 08 May 2024
Zero-Sum Positional Differential Games as a Framework for Robust Reinforcement Learning: Deep Q-Learning Approach Anton Plaksin Vitaly Kalev 65 1 0 03 May 2024
MESA: Cooperative Meta-Exploration in Multi-Agent Learning through Exploiting State-Action Space Structure Zhicheng Zhang Yancheng Liang Yi Wu Fei Fang 72 2 0 01 May 2024
A Meta-Game Evaluation Framework for Deep Multiagent Reinforcement Learning Zun Li Michael P. Wellman 75 1 0 30 Apr 2024
Imitation Learning: A Survey of Learning Methods, Environments and Metrics Nathan Gavenski Odinaldo Rodrigues Michael Luck 79 167 0 30 Apr 2024
Multi-Agent Synchronization Tasks Rolando Fernandez Garrett A. Warnell Derrik E. Asher Peter Stone 61 0 0 29 Apr 2024
MRIC: Model-Based Reinforcement-Imitation Learning with Mixture-of-Codebooks for Autonomous Driving Simulation Baotian He Yibing Li 118 1 0 29 Apr 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 90 5 0 27 Apr 2024
Delay-Aware Multi-Agent Reinforcement Learning for Cooperative Adaptive Cruise Control with Model-based Stability Enhancement Jiaqi Liu Ziran Wang Peng Hang Jian Sun 97 3 0 24 Apr 2024
Multi-Agent Reinforcement Learning for Energy Networks: Computational Challenges, Progress and Open Problems Sarah Keren Chaimaa Essayeh Stefano V. Albrecht Thomas Mortsyn AI4CE 21 1 0 24 Apr 2024
Bi-CL: A Reinforcement Learning Framework for Robots Coordination Through Bi-level Optimization Zechen Hu Daigo Shishika Xuesu Xiao Xuan Wang 98 1 0 23 Apr 2024
Learning H-Infinity Locomotion Control Junfeng Long Wenye Yu Quanyi Li Zirui Wang Dahua Lin Jiangmiao Pang 79 9 0 22 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 106 9 0 22 Apr 2024
A survey of air combat behavior modeling using machine learning Patrick Ribu Gorton Andreas Strand K. Brathen AI4CE 71 8 0 22 Apr 2024
Distributional Black-Box Model Inversion Attack with Multi-Agent Reinforcement Learning Huan Bao Kaimin Wei Yongdong Wu Jin Qian Robert H. Deng 69 0 0 22 Apr 2024
Multi-AUV Cooperative Underwater Multi-Target Tracking Based on Dynamic-Switching-enabled Multi-Agent Reinforcement Learning Shengbo Wang Chuan Lin Guangjie Han Shengchao Zhu Zhixian Li Zhenyu Wang 44 4 0 21 Apr 2024
Reducing Redundant Computation in Multi-Agent Coordination through Locally Centralized Execution Yidong Bai Toshiharu Sugawara OffRL 48 0 0 19 Apr 2024
Stackelberg Game-Theoretic Learning for Collaborative Assembly Task Planning Yuhan Zhao Lan Shi Quanyan Zhu 54 0 0 19 Apr 2024
Centralized vs. Decentralized Multi-Agent Reinforcement Learning for Enhanced Control of Electric Vehicle Charging Networks Amin Shojaeighadikolaei Zsolt Talata Morteza Hashemi 55 4 0 18 Apr 2024
N-Agent Ad Hoc Teamwork C. Wang Arrasy Rahman Ishan Durugkar Elad Liebman Peter Stone 74 7 0 16 Apr 2024
COMBO: Compositional World Models for Embodied Multi-Agent Cooperation Hongxin Zhang Zeyuan Wang Qiushi Lyu Zheyuan Zhang Sunli Chen Tianmin Shu Yilun Du Kwonjoon Lee Yilun Du Chuang Gan 169 18 0 16 Apr 2024
Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning Linjie Xu Zichuan Liu Alexander Dockhorn Diego Perez-Liebana Jinyu Wang Lei Song Jiang Bian 77 2 0 15 Apr 2024
Hierarchical Decision Making Based on Structural Information Principles Xianghua Zeng Hao Peng Dingli Su Angsheng Li 77 0 0 15 Apr 2024
UAV-enabled Collaborative Beamforming via Multi-Agent Deep Reinforcement Learning Saichao Liu Geng Sun Jiahui Li Shuang Liang Qingqing Wu Pengfei Wang Dusit Niyato 81 6 0 11 Apr 2024
Multi-Agent Soft Actor-Critic with Coordinated Loss for Autonomous Mobility-on-Demand Fleet Control Zeno Woywood Jasper I. Wiltfang Julius Luy Tobias Enders Maximilian Schiffer 57 3 0 10 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 83 20 0 06 Apr 2024
ROMA-iQSS: An Objective Alignment Approach via State-Based Value Learning and ROund-Robin Multi-Agent Scheduling Chi-Hui Lin Joewie J. Koh Alessandro Roncone Lijun Chen 68 0 0 05 Apr 2024
Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration Xudong Guo Daming Shi Junjie Yu Wenhui Fan 90 5 0 05 Apr 2024
Laser Learning Environment: A new environment for coordination-critical multi-agent tasks Yannick Molinghen Raphael Avalos Mark Van Achter A. Nowé Tom Lenaerts 51 0 0 04 Apr 2024
Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks Xingran Chen Navid Naderializadeh Alejandro Ribeiro Shirin Saeedi Bidokhti 405 1 0 04 Apr 2024
MARL-LNS: Cooperative Multi-agent Reinforcement Learning via Large Neighborhoods Search Weizhe Chen Sven Koenig B. Dilkina 89 0 0 03 Apr 2024
Empowering Biomedical Discovery with AI Agents Shanghua Gao Ada Fang Yepeng Huang Valentina Giunchiglia Ayush Noori Jonathan Richard Schwarz Yasha Ektefaie Jovana Kondic Marinka Zitnik LLMAG AI4CE 108 100 0 03 Apr 2024
Task-priority Intermediated Hierarchical Distributed Policies: Reinforcement Learning of Adaptive Multi-robot Cooperative Transport Yusei Naito Tomohiko Jimbo Tadashi Odashima Takamitsu Matsubara 52 1 0 02 Apr 2024
EnergAIze: Multi Agent Deep Deterministic Policy Gradient for Vehicle to Grid Energy Management Tiago Fonseca Luis Lino Ferreira Bernardo Cabral Ricardo Severino Isabel Praça 81 4 0 02 Apr 2024
Safety-Aware Multi-Agent Learning for Dynamic Network Bridging Raffaele Galliera Konstantinos Mitsopoulos N. Suri Raffaele Romagnoli 98 0 0 02 Apr 2024
Network-Assisted Full-Duplex Cell-Free mmWave Networks: Hybrid MIMO Processing and Multi-Agent DRL-Based Power Allocation Q. Fan Yu Zhang Jiamin Li Dongmin Wang Hongbiao Zhang Xiaohu You 32 1 0 31 Mar 2024
Your Co-Workers Matter: Evaluating Collaborative Capabilities of Language Models in Blocks World Guande Wu Chen Zhao Claudio Silva He He LLMAG 51 5 0 30 Mar 2024
Inferring Latent Temporal Sparse Coordination Graph for Multi-Agent Reinforcement Learning Wei Duan Jie Lu Junyu Xuan 79 3 0 28 Mar 2024
Prioritized League Reinforcement Learning for Large-Scale Heterogeneous Multiagent Systems Qing Fu Zhiqiang Pu Min Chen Tenghai Qiu Jianqiang Yi 72 0 0 26 Mar 2024
A Survey on Resource Management in Joint Communication and Computing-Embedded SAGIN Qian Chen Zheng Guo Weixiao Meng Shuai Han Cheng Li Tony Q. S. Quek 105 24 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 D. Yin 109 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 100 5 0 24 Mar 2024
Risk-Calibrated Human-Robot Interaction via Set-Valued Intent Prediction Justin Lidard Hang Pham Ariel Bachman Bryan Boateng Anirudha Majumdar 198 5 0 23 Mar 2024
Sample and Communication Efficient Fully Decentralized MARL Policy Evaluation via a New Approach: Local TD update Fnu Hairi Zifan Zhang Jia-Wei Liu 63 2 0 23 Mar 2024