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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
Multi-agent transformer-accelerated RL for satisfaction of STL specifications Albin Larsson Forsberg Alexandros Nikou Aneta Vulgarakis Feljan Jana Tumova 61 1 0 23 Mar 2024
Collaborative AI Teaming in Unknown Environments via Active Goal Deduction Zuyuan Zhang Hanhan Zhou Mahdi Imani Taeyoung Lee Tian-Shing Lan 75 11 0 22 Mar 2024
Learning to Change: Choreographing Mixed Traffic Through Lateral Control and Hierarchical Reinforcement Learning Dawei Wang Weizi Li Lei Zhu Jia Pan 87 2 0 21 Mar 2024
Carbon Footprint Reduction for Sustainable Data Centers in Real-Time Soumyendu Sarkar Avisek Naug Ricardo Luna Antonio Guillen Vineet Gundecha Sahand Ghorbanpour Sajad Mousavi Dejan Markovikj Ashwin Ramesh Babu AI4CE 89 8 0 21 Mar 2024
Embodied LLM Agents Learn to Cooperate in Organized Teams Xudong Guo Kaixuan Huang Jiale Liu Wenhui Fan Natalia Vélez Qingyun Wu Huazheng Wang Thomas L. Griffiths Mengdi Wang LM&Ro LLMAG 140 49 0 19 Mar 2024
Independent RL for Cooperative-Competitive Agents: A Mean-Field Perspective Muhammad Aneeq uz Zaman Alec Koppel Mathieu Laurière Tamer Basar 102 4 0 17 Mar 2024
Stimulate the Potential of Robots via Competition K. Huang Di Guo Xinyu Zhang Xiangyang Ji Huaping Liu 95 3 0 15 Mar 2024
Learning Macroeconomic Policies through Dynamic Stackelberg Mean-Field Games Qirui Mi Zhiyu Zhao Siyu Xia Yan Song Jun Wang Mengyue Yang Jun Wang Haifeng Zhang 94 1 0 14 Mar 2024
Beyond Joint Demonstrations: Personalized Expert Guidance for Efficient Multi-Agent Reinforcement Learning Peihong Yu Manav Mishra Alec Koppel Carl E. Busart Priya Narayan Dinesh Manocha Amrit Singh Bedi Pratap Tokekar 85 4 0 13 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 112 24 0 13 Mar 2024
SpaceOctopus: An Octopus-inspired Motion Planning Framework for Multi-arm Space Robot Wenbo Zhao Shengjie Wang Yixuan Fan Yang Gao Tao Zhang 41 0 0 13 Mar 2024
Deep Reinforcement Learning Enhanced Rate-Splitting Multiple Access for Interference Mitigation Osman Nuri Irkiçatal Elif Tuğçe Ceran Melda Yuksel 33 1 0 09 Mar 2024
Scaling Team Coordination on Graphs with Reinforcement Learning Manshi Limbu Zechen Hu Xuan Wang Daigo Shishika Xuesu Xiao 60 4 0 09 Mar 2024
Multi-Agent Reinforcement Learning with a Hierarchy of Reward Machines Xuejing Zheng Chao Yu 69 4 0 08 Mar 2024
A Survey on Applications of Reinforcement Learning in Spatial Resource Allocation Di Zhang Moyang Wang Joseph D Mango Xiang Li Xianrui Xu 109 1 0 06 Mar 2024
Population-aware Online Mirror Descent for Mean-Field Games by Deep Reinforcement Learning Zida Wu Mathieu Lauriere Samuel Jia Cong Chua Matthieu Geist Olivier Pietquin Ankur M. Mehta 85 5 0 06 Mar 2024
Reaching Consensus in Cooperative Multi-Agent Reinforcement Learning with Goal Imagination Liangzhou Wang Kaiwen Zhu Fengming Zhu Xinghu Yao Shujie Zhang Deheng Ye Haobo Fu Qiang Fu Wei Yang 70 1 0 05 Mar 2024
SMAUG: A Sliding Multidimensional Task Window-Based MARL Framework for Adaptive Real-Time Subtask Recognition Wenjing Zhang Wei Zhang 74 0 0 04 Mar 2024
Towards Fair and Efficient Learning-based Congestion Control Xudong Liao Han Tian Chaoliang Zeng Xinchen Wan Kai Chen 48 7 0 04 Mar 2024
Feint Behaviors and Strategies: Formalization, Implementation and Evaluation Junyu Liu Wangkai Jin OffRL 62 0 0 04 Mar 2024
Robustifying a Policy in Multi-Agent RL with Diverse Cooperative Behaviors and Adversarial Style Sampling for Assistive Tasks Takayuki Osa Tatsuya Harada 126 2 0 01 Mar 2024
Understanding Iterative Combinatorial Auction Designs via Multi-Agent Reinforcement Learning G. dÉon N. Newman Kevin Leyton-Brown 54 0 0 29 Feb 2024
Solving Multi-Entity Robotic Problems Using Permutation Invariant Neural Networks Tianxu An Joonho Lee Marko Bjelonic Flavio De Vincenti Marco Hutter 72 3 0 28 Feb 2024
Machina Economicus: A New Paradigm for Prosumers in the Energy Internet of Smart Cities Luyang Hou Jun Yan Yuankai Wu Chun Wang Tie Qiu 60 0 0 28 Feb 2024
Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning Zeyang Liu Lipeng Wan Xinrui Yang Zhuoran Chen Xingyu Chen Xuguang Lan 103 4 0 28 Feb 2024
Social Environment Design Edwin Zhang Sadie Zhao Tonghan Wang Safwan Hossain Henry Gasztowtt Stephan Zheng David C. Parkes Milind Tambe Yiling Chen 83 5 0 21 Feb 2024
Learning to Model Diverse Driving Behaviors in Highly Interactive Autonomous Driving Scenarios with Multi-Agent Reinforcement Learning Weiwei Liu Wenxuan Hu Wei Jing Lanxin Lei Lingping Gao Yong Liu 88 2 0 21 Feb 2024
Combinatorial Client-Master Multiagent Deep Reinforcement Learning for Task Offloading in Mobile Edge Computing Zemuy Tesfay Gebrekidan Sebastian Stein Timothy J. Norman 38 5 0 18 Feb 2024
Symmetry-Breaking Augmentations for Ad Hoc Teamwork Ravi Hammond Dustin Craggs Mingyu Guo Jakob Foerster Ian Reid 92 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 108 4 0 13 Feb 2024
Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation Ayesha Siddika Nipu Siming Liu Anthony Harris 56 2 0 13 Feb 2024
Mixed Q-Functionals: Advancing Value-Based Methods in Cooperative MARL with Continuous Action Domains Yasin Findik S. Ahmadzadeh OffRL 144 4 0 12 Feb 2024
Linking Vision and Multi-Agent Communication through Visible Light Communication using Event Cameras Haruyuki Nakagawa Yoshitaka Miyatani Asako Kanezaki 47 2 0 08 Feb 2024
Learning Diverse Policies with Soft Self-Generated Guidance Guojian Wang Faguo Wu Xiao Zhang Jianxiang Liu OffRL 63 4 0 07 Feb 2024
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models Spyridon Mouselinos Henryk Michalewski Mateusz Malinowski LRM 67 5 0 06 Feb 2024
SUB-PLAY: Adversarial Policies against Partially Observed Multi-Agent Reinforcement Learning Systems Oubo Ma Yuwen Pu L. Du Yang Dai Ruo Wang Xiaolei Liu Yingcai Wu Shouling Ji AAML 75 4 0 06 Feb 2024
Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing Haobin Jiang Ziluo Ding Zongqing Lu 82 3 0 03 Feb 2024
Graph Attention-based Reinforcement Learning for Trajectory Design and Resource Assignment in Multi-UAV Assisted Communication Zikai Feng Diyang Wu Mengxing Huang Chau Yuen 112 10 0 31 Jan 2024
Generalization of Heterogeneous Multi-Robot Policies via Awareness and Communication of Capabilities Pierce Howell Max Rudolph R. Torbati Kevin Fu Harish Ravichandar 56 6 0 23 Jan 2024
Backpropagation Through Agents Zhiyuan Li Wenshuai Zhao Lijun Wu Joni Pajarinen 49 4 0 23 Jan 2024
Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms Pengyi Li Jianye Hao Hongyao Tang Xian Fu Yan Zheng Ke Tang 127 13 0 22 Jan 2024
Measuring Policy Distance for Multi-Agent Reinforcement Learning Tianyi Hu Zhiqiang Pu Xiaolin Ai Tenghai Qiu Jianqiang Yi 57 2 0 20 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 56 10 0 19 Jan 2024
The Synergy Between Optimal Transport Theory and Multi-Agent Reinforcement Learning Ali Baheri Mykel J. Kochenderfer OT 75 3 0 18 Jan 2024
AgentMixer: Multi-Agent Correlated Policy Factorization Zhiyuan Li Wenshuai Zhao Lijun Wu Joni Pajarinen OffRL 84 2 0 16 Jan 2024
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics through Multi-Agent Reinforcement Learning Algorithms Michael Kolle Yannick Erpelding Fabian Ritz Thomy Phan Steffen Illium Claudia Linnhoff-Popien 31 0 0 13 Jan 2024
Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey Jiechuan Jiang Kefan Su Zongqing Lu 96 3 0 10 Jan 2024
ClusterComm: Discrete Communication in Decentralized MARL using Internal Representation Clustering Robert Muller Hasan Turalic Thomy Phan Michael Kolle Jonas Nusslein Claudia Linnhoff-Popien OffRL 103 1 0 07 Jan 2024
Optimizing UAV-UGV Coalition Operations: A Hybrid Clustering and Multi-Agent Reinforcement Learning Approach for Path Planning in Obstructed Environment Shamyo Brotee Farhan Kabir M. Razzaque Palash Ranjan Roy Md. Mamun-or Rashid Md. Rafiul Hassan Mohammad Mehedi Hassan 59 11 0 03 Jan 2024
Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning Xin Yu Rongye Shi Pu Feng Yongkai Tian Simin Li Shuhao Liao Wenjun Wu 94 9 0 30 Dec 2023