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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
Peer-Aware Cost Estimation in Nonlinear General-Sum Dynamic Games for Mutual Learning and Intent Inference Seyed Yousef Soltanian Wenlong Zhang 60 0 0 23 Apr 2025
GraphEdge: Dynamic Graph Partition and Task Scheduling for GNNs Computing in Edge Network Wenjing Xiao Chenglong Shi Miaojiang Chen Zhiquan Liu Min Chen Haiwen Song 62 0 0 22 Apr 2025
MARFT: Multi-Agent Reinforcement Fine-Tuning Junwei Liao Muning Wen Jun Wang Weinan Zhang OffRL 165 5 0 21 Apr 2025
Solving Multi-Agent Safe Optimal Control with Distributed Epigraph Form MARL Songyuan Zhang Oswin So Mitchell Black Zachary Serlin Chuchu Fan 64 0 0 21 Apr 2025
The Chronicles of Foundation AI for Forensics of Multi-Agent Provenance Ching-Chun Chang Isao Echizen 100 0 0 17 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 150 0 0 17 Apr 2025
Cross-environment Cooperation Enables Zero-shot Multi-agent Coordination Kunal Jha Wilka Carvalho Yancheng Liang S. Du Max Kleiman-Weiner Natasha Jaques 130 0 0 17 Apr 2025
Belief States for Cooperative Multi-Agent Reinforcement Learning under Partial Observability Paul J. Pritz K. Leung 97 0 0 11 Apr 2025
SDHN: Skewness-Driven Hypergraph Networks for Enhanced Localized Multi-Robot Coordination Delin Zhao Yanbo Shan Chang Liu Shenghang Lin Yingxin Shou Bin Xu 64 0 0 09 Apr 2025
Exploration-Driven Generative Interactive Environments N. Savov Naser Kazemi Mohammad Mahdi Danda Pani Paudel Xi Wang Luc Van Gool VGen 3DV 117 1 0 03 Apr 2025
An Organizationally-Oriented Approach to Enhancing Explainability and Control in Multi-Agent Reinforcement Learning Julien Soulé Jean-Paul Jamont Michel Occello Louis-Marie Traonouez Paul Théron 73 0 0 30 Mar 2025
Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation Sicong Liu Yang Shu Chenjuan Guo Bin Yang OffRL 109 4 0 27 Mar 2025
Abstracting Geo-specific Terrains to Scale Up Reinforcement Learning Volkan Ustun Soham Hans Rajay Kumar Yunzhe Wang AI4CE 63 0 0 25 Mar 2025
LERO: LLM-driven Evolutionary framework with Hybrid Rewards and Enhanced Observation for Multi-Agent Reinforcement Learning Yuan Wei Xiaohan Shan Jianmin Li 76 0 0 25 Mar 2025
AED: Automatic Discovery of Effective and Diverse Vulnerabilities for Autonomous Driving Policy with Large Language Models Le Qiu Zelai Xu Qixin Tan Wenhao Tang Chao Yu Yu Wang AAML 89 0 0 24 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 82 0 0 24 Mar 2025
Decentralized Navigation of a Cable-Towed Load using Quadrupedal Robot Team via MARL Wen-Tse Chen Minh Nguyen Zhongyu Li Guo Ning Sue Koushil Sreenath 65 0 0 23 Mar 2025
Multi-Agent Actor-Critic with Harmonic Annealing Pruning for Dynamic Spectrum Access Systems George Stamatelis Angelos-Nikolaos Kanatas G. C. Alexandropoulos 73 0 0 19 Mar 2025
PEnGUiN: Partially Equivariant Graph NeUral Networks for Sample Efficient MARL Joshua McClellan Greyson Brothers Furong Huang Pratap Tokekar 89 0 0 19 Mar 2025
LLM-Mediated Guidance of MARL Systems Philipp D. Siedler Ian Gemp 99 0 0 16 Mar 2025
Generative Modeling of Adversarial Lane-Change Scenario Chuancheng Zhang Zhenhao Wang Jiangcheng Wang Kun Su Qiang Lv Bin Jiang Kunkun Hao Wenyu Wang 62 0 0 15 Mar 2025
SPECTra: Scalable Multi-Agent Reinforcement Learning with Permutation-Free Networks Hyunwoo Park Baekryun Seong Sang-Ki Ko GNN 89 0 0 14 Mar 2025
Nash Equilibrium Constrained Auto-bidding With Bi-level Reinforcement Learning Zhiyu Mou Miao Xu Rongquan Bai Zhuoran Yang Chuan Yu Jian Xu Bo Zheng 94 0 0 13 Mar 2025
Imitation Learning of Correlated Policies in Stackelberg Games Kunag-Da Wang Ping-Chun Hsieh Chao-Han Huck Yang 101 0 0 11 Mar 2025
Cooperative Bearing-Only Target Pursuit via Multiagent Reinforcement Learning: Design and Experiment Jianan Li Ziyi Wang Susheng Ding Shiliang Guo Shiyu Zhao 121 0 0 11 Mar 2025
Q-MARL: A quantum-inspired algorithm using neural message passing for large-scale multi-agent reinforcement learning Kha Vo Chin-Teng Lin GNN 102 0 0 10 Mar 2025
AI-driven control of bioelectric signalling for real-time topological reorganization of cells Gonçalo Hora de Carvalho AI4CE 116 0 0 10 Mar 2025
Fully-Decentralized MADDPG with Networked Agents Diego Bolliger Lorenz Zauter Robert Ziegler 89 0 0 09 Mar 2025
HIPPO-MAT: Decentralized Task Allocation Using GraphSAGE and Multi-Agent Deep Reinforcement Learning Lavanya Ratnabala Robinroy Peter A. Fedoseev Dzmitry Tsetserukou 102 1 0 08 Mar 2025
Generative Multi-Agent Q-Learning for Policy Optimization: Decentralized Wireless Networks Talha Bozkus U. Mitra OffRL 87 0 0 07 Mar 2025
Boosting Offline Optimizers with Surrogate Sensitivity Manh Cuong Dao Phi Le Nguyen Thao Nguyen Truong Trong Nghia Hoang OffRL 104 6 0 06 Mar 2025
Efficient Algorithms for Verifying Kruskal Rank in Sparse Linear Regression and Related Applications Fengqin Zhou 121 0 0 06 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 88 1 0 03 Mar 2025
Enabling AI Scientists to Recognize Innovation: A Domain-Agnostic Algorithm for Assessing Novelty Yao Wang Mingxuan Cui Arthur Jiang 139 0 0 03 Mar 2025
A Generative Model Enhanced Multi-Agent Reinforcement Learning Method for Electric Vehicle Charging Navigation Tianyang Qi Shibo Chen Jun Zhang 116 0 0 27 Feb 2025
Deep Reinforcement Learning based Autonomous Decision-Making for Cooperative UAVs: A Search and Rescue Real World Application Thomas Hickling Maxwell Hogan Abdulla Tammam Nabil Aouf 108 1 0 27 Feb 2025
ToMCAT: Theory-of-Mind for Cooperative Agents in Teams via Multiagent Diffusion Policies Pedro Sequeira Vidyasagar Sadhu Melinda Gervasio DiffM 170 0 0 25 Feb 2025
Safe Multi-Agent Navigation guided by Goal-Conditioned Safe Reinforcement Learning Meng Feng Viraj Parimi B. Williams 132 2 0 25 Feb 2025
Leveraging Large Language Models for Effective and Explainable Multi-Agent Credit Assignment Kartik Nagpal Dayi Dong Jean-Baptiste Bouvier Negar Mehr LLMAG 80 1 0 24 Feb 2025
Urban Emergency Rescue Based on Multi-Agent Collaborative Learning: Coordination Between Fire Engines and Traffic Lights Weichao Chen Xiaoyi Yu Longbo Shang Jiange Xi Bo Jin Shengjie Zhao 72 0 0 22 Feb 2025
TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning Giuseppe Paolo Abdelhakim Benechehab Hamza Cherkaoui Albert Thomas Balázs Kégl 96 0 0 21 Feb 2025
Reinforcement Learning of Multi-robot Task Allocation for Multi-object Transportation with Infeasible Tasks Yuma Shida Tomohiko Jimbo Tadashi Odashima Takamitsu Matsubara 94 1 0 20 Feb 2025
Learning Variational Inequalities from Data: Fast Generalization Rates under Strong Monotonicity Eric Zhao Tatjana Chavdarova Michael I. Jordan 117 0 0 20 Feb 2025
Causal Mean Field Multi-Agent Reinforcement Learning Hao Ma Zhiqiang Pu Yi Pan Boyin Liu Junlong Gao Zhenyu Guo 166 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 100 0 0 19 Feb 2025
Collaboration Between the City and Machine Learning Community is Crucial to Efficient Autonomous Vehicles Routing Anastasia Psarou Ahmet Onur Akman Łukasz Gorczyca Michał Hoffmann Zoltán György Varga Grzegorz Jamróz 109 0 0 18 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 116 1 0 16 Feb 2025
Single-Agent Planning in a Multi-Agent System: A Unified Framework for Type-Based Planners Fengming Zhu Fangzhen Lin 148 1 0 13 Feb 2025
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Guoxin Chen Minpeng Liao Peiying Yu Dingmin Wang Zile Qiao Chao Yang Xin Zhao Kai Fan 103 1 0 10 Feb 2025
Intelligent Offloading in Vehicular Edge Computing: A Comprehensive Review of Deep Reinforcement Learning Approaches and Architectures Ashab Uddin Ahmed Hamdi Sakr Ning Zhang OffRL 106 0 0 10 Feb 2025