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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
Preventing Rogue Agents Improves Multi-Agent Collaboration Ohav Barbi Ori Yoran Mor Geva 106 3 0 09 Feb 2025
Low-Rank Agent-Specific Adaptation (LoRASA) for Multi-Agent Policy Learning Beining Zhang Aditya Kapoor Mingfei Sun 280 0 0 08 Feb 2025
VolleyBots: A Testbed for Multi-Drone Volleyball Game Combining Motion Control and Strategic Play Zelai Xu Chao Yu Chao Yu Huining Yuan Xiangmin Yi ... Wenhao Tang Yu Wang Wenbo Ding Xiusi Chen Yu Wang 313 0 0 04 Feb 2025
MAGNNET: Multi-Agent Graph Neural Network-based Efficient Task Allocation for Autonomous Vehicles with Deep Reinforcement Learning Lavanya Ratnabala A. Fedoseev Robinroy Peter Dzmitry Tsetserukou 152 1 0 04 Feb 2025
B3C: A Minimalist Approach to Offline Multi-Agent Reinforcement Learning Woojun Kim Katia Sycara OffRL 153 0 0 30 Jan 2025
Contextual Knowledge Sharing in Multi-Agent Reinforcement Learning with Decentralized Communication and Coordination Hung Du Srikanth Thudumu Hy Nguyen Rajesh Vasa K. Mouzakis 121 2 0 28 Jan 2025
Towards General-Purpose Model-Free Reinforcement Learning Scott Fujimoto P. DÓro Amy Zhang Yuandong Tian Michael Rabbat OffRL 99 6 0 28 Jan 2025
UNIDOOR: A Universal Framework for Action-Level Backdoor Attacks in Deep Reinforcement Learning Oubo Ma L. Du Yang Dai Chunyi Zhou Qingming Li Yuwen Pu Shouling Ji 100 2 0 28 Jan 2025
Tackling Uncertainties in Multi-Agent Reinforcement Learning through Integration of Agent Termination Dynamics S. Hazra P. Dasgupta Soumyajit Dey 110 0 0 21 Jan 2025
On the Hypomonotone Class of Variational Inequalities Khaled Alomar Tatjana Chavdarova 58 0 0 20 Jan 2025
SafeSwarm: Decentralized Safe RL for the Swarm of Drones Landing in Dense Crowds Grik Tadevosyan Maksim Osipenko Demetros Aschu A. Fedoseev Valerii Serpiva Oleg Sautenkov Sausar Karaf Dzmitry Tsetserukou 77 3 0 13 Jan 2025
Preference-Based Multi-Agent Reinforcement Learning: Data Coverage and Algorithmic Techniques Natalia Zhang X. Wang Qiwen Cui Runlong Zhou Sham Kakade Simon S. Du OffRL 101 0 0 10 Jan 2025
Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning Yun Qu Yuhang Jiang Boyuan Wang Yixiu Mao Cheems Wang Chang-Shu Liu Xiangyang Ji 188 8 0 10 Jan 2025
CORD: Generalizable Cooperation via Role Diversity Kanefumi Matsuyama Kefan Su Jiangxing Wang Deheng Ye Zongqing Lu 106 0 0 04 Jan 2025
Distributed Multi-Agent Reinforcement Learning with One-hop Neighbors and Compute Straggler Mitigation Baoqian Wang Junfei Xie Nikolay Atanasov 97 0 0 03 Jan 2025
Solving Hierarchical Information-Sharing Dec-POMDPs: An Extensive-Form Game Approach Johan Peralez Aurélien Delage Olivier Buffet J. Dibangoye 133 1 0 03 Jan 2025
MADiff: Offline Multi-agent Learning with Diffusion Models Zhengbang Zhu Minghuan Liu Liyuan Mao Bingyi Kang Minkai Xu Yong Yu Stefano Ermon Weinan Zhang DiffM OffRL 187 40 0 03 Jan 2025
PIMAEX: Multi-Agent Exploration through Peer Incentivization Michael Kolle Johannes Tochtermann Julian Schonberger Gerhard Stenzel Philipp Altmann Claudia Linnhoff-Popien 105 0 0 03 Jan 2025
Multi-Agent Q-Learning for Real-Time Load Balancing User Association and Handover in Mobile Networks Alireza Alizadeh Byungju Lim Mai Vu 96 6 0 31 Dec 2024
Game Theory and Multi-Agent Reinforcement Learning : From Nash Equilibria to Evolutionary Dynamics Neil De La Fuente Miquel Noguer i Alonso Guim Casadellà 120 1 0 31 Dec 2024
Learning Policies for Dynamic Coalition Formation in Multi-Robot Task Allocation Lucas C. D. Bezerra Ataíde M. G. dos Santos Shinkyu Park 98 0 0 29 Dec 2024
Decentralized Unlabeled Multi-Agent Navigation in Continuous Space S. Dergachev Konstantin Yakovlev 37 0 0 28 Dec 2024
Hierarchical Multi-agent Meta-Reinforcement Learning for Cross-channel Bidding Shenghong He Chao Yu 95 0 0 26 Dec 2024
SMAC-Hard: Enabling Mixed Opponent Strategy Script and Self-play on SMAC Yue Deng Yan Yu Weiyu Ma Zirui Wang Wenhui Zhu Jian Zhao Yin Zhang AAML 98 1 0 23 Dec 2024
Learning for Cross-Layer Resource Allocation in MEC-Aided Cell-Free Networks Chong Zheng Shiwen He Yongming Huang Tony Q.S. Quek 86 0 0 21 Dec 2024
Towards Safe and Honest AI Agents with Neural Self-Other Overlap Marc Carauleanu Michael Vaiana Judd Rosenblatt Cameron Berg Diogo Schwerz de Lucena 107 0 0 20 Dec 2024
Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference Matthew D Riemer G. Subbaraj Glen Berseth Irina Rish OffRL 140 2 0 18 Dec 2024
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Yue Jin Shuangqing Wei Giovanni Montana 159 0 0 16 Dec 2024
Cluster-Based Multi-Agent Task Scheduling for Space-Air-Ground Integrated Networks Zhiying Wang Gang Sun Yuhui Wang Hongfang Yu Dusit Niyato 89 1 0 14 Dec 2024
Advances in Transformers for Robotic Applications: A Review Nikunj Sanghai Nik Bear Brown AI4CE 148 0 0 13 Dec 2024
Consensus-Based Dynamic Task Allocation for Multi-Robot System Considering Payloads Consumption Xuekai Qiu Pengming Zhu Yiming Hu Zhiwen Zeng Huimin Lu 94 1 0 13 Dec 2024
Steganography in Game Actions Ching-Chun Chang Isao Echizen 142 4 0 11 Dec 2024
Towards Type Agnostic Cyber Defense Agents Erick Galinkin Emmanouil Pountrourakis Spiros Mancoridis AAML 96 0 0 02 Dec 2024
Towards Fault Tolerance in Multi-Agent Reinforcement Learning Yuchen Shi Huaxin Pei Liang Feng Jianming Hu Dingyi Yao 112 0 0 30 Nov 2024
A Local Information Aggregation based Multi-Agent Reinforcement Learning for Robot Swarm Dynamic Task Allocation Yang Lv Jinlong Lei Peng Yi 113 1 0 29 Nov 2024
Safe Multi-Agent Reinforcement Learning with Convergence to Generalized Nash Equilibrium Zeyang Li Navid Azizan 135 1 0 22 Nov 2024
Mitigating Relative Over-Generalization in Multi-Agent Reinforcement Learning Ting Zhu Yue Jin Jeremie Houssineau Giovanni Montana 84 0 0 17 Nov 2024
Wireless Resource Allocation with Collaborative Distributed and Centralized DRL under Control Channel Attacks Ke Wang Wen Liu Teng Joon Lim 42 0 0 16 Nov 2024
On the Decomposition of Differential Game Nanxiang Zhou Jing Dong Yutian Li Baoxiang Wang 92 0 0 06 Nov 2024
CPIG: Leveraging Consistency Policy with Intention Guidance for Multi-agent Exploration Y. Fu Yuanheng Zhu Haoran Li Zijie Zhao Jiajun Chai Dongbin Zhao 105 0 0 06 Nov 2024
Constrained Human-AI Cooperation: An Inclusive Embodied Social Intelligence Challenge Weihua Du Qiushi Lyu Jiaming Shan Zhenting Qi Hongxin Zhang ... Andi Peng Tianmin Shu Kwonjoon Lee Behzad Dariush Chuang Gan 118 2 0 04 Nov 2024
Communication Learning in Multi-Agent Systems from Graph Modeling Perspective Shengchao Hu Li Shen Ya Zhang Dacheng Tao AI4CE 89 1 0 01 Nov 2024
Multi-Robot Pursuit in Parameterized Formation via Imitation Learning Jinyong Chen Rui Zhou Zhaozong Wang Yunjie Zhang Guibin Sun 56 0 0 31 Oct 2024
Resource Governance in Networked Systems via Integrated Variational Autoencoders and Reinforcement Learning Qiliang Chen Babak Heydari DRL 68 0 0 30 Oct 2024
Energy-Aware Multi-Agent Reinforcement Learning for Collaborative Execution in Mission-Oriented Drone Networks Ying Li Changling Li Jiyao Chen Christine Roinou 46 2 0 29 Oct 2024
Dual-Agent Deep Reinforcement Learning for Dynamic Pricing and Replenishment Yi Zheng Zehao Li Peng Jiang Yijie Peng 57 0 0 28 Oct 2024
Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression Yixiu Mao Qi Wang Chen Chen Yun Qu Xiangyang Ji OffRL 146 7 0 25 Oct 2024
Leveraging Graph Neural Networks and Multi-Agent Reinforcement Learning for Inventory Control in Supply Chains Niki Kotecha Antonio del Rio Chanona 62 2 0 24 Oct 2024
Episodic Future Thinking Mechanism for Multi-agent Reinforcement Learning Dongsu Lee Minhae Kwon 100 1 0 22 Oct 2024
Hierarchical Multi-agent Reinforcement Learning for Cyber Network Defense Aditya Vikram Singh Ethan Rathbun Emma Graham Lisa Oakley Simona Boboila Alina Oprea Peter Chin AAML 62 4 0 22 Oct 2024