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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
Contrastive learning-based agent modeling for deep reinforcement learning Wenhao Ma Yu-Cheng Chang Jie Yang Yu-Kai Wang Chin-Teng Lin OffRL 76 0 0 30 Dec 2023
Physics-Informed Multi-Agent Reinforcement Learning for Distributed Multi-Robot Problems Eduardo Sebastián T. Duong Nikolay Atanasov Eduardo Montijano C. Sagüés 137 3 0 30 Dec 2023
Adaptive trajectory-constrained exploration strategy for deep reinforcement learning Guojian Wang Faguo Wu Xiao Zhang Ning Guo Zhiming Zheng 75 3 0 27 Dec 2023
TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient Xingzhou Lou Junge Zhang Timothy J. Norman Kaiqi Huang Yali Du 76 1 0 25 Dec 2023
Context-aware Communication for Multi-agent Reinforcement Learning Xinran Li Jun Zhang 90 8 0 25 Dec 2023
ConcaveQ: Non-Monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning Huiqun Li Hanhan Zhou Yifei Zou Dongxiao Yu Tian-Shing Lan 48 8 0 24 Dec 2023
CARSS: Cooperative Attention-guided Reinforcement Subpath Synthesis for Solving Traveling Salesman Problem Yuchen Shi Congying Han Tiande Guo 52 0 0 24 Dec 2023
Human-Centric Resource Allocation for the Metaverse With Multiaccess Edge Computing Zijian Long Haiwei Dong Abdulmotaleb El Saddik 106 19 0 23 Dec 2023
Multi-Agent Reinforcement Learning for Assessing False-Data Injection Attacks on Transportation Networks Taha Eghtesad Sirui Li Yevgeniy Vorobeychik Aron Laszka 39 1 0 22 Dec 2023
Designing a skilled soccer team for RoboCup: exploring skill-set-primitives through reinforcement learning Miguel Abreu Luis Paulo Reis Nuno Lau 141 5 0 22 Dec 2023
Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles Ruoqi Wen Jiahao Huang Rongpeng Li Guoru Ding Zhifeng Zhao 81 1 0 21 Dec 2023
Safe Multi-Agent Reinforcement Learning for Formation Control without Individual Reference Targets Murad Dawood Sicong Pan Nils Dengler Siqi Zhou Angela P. Schoellig Maren Bennewitz OffRL 150 2 0 20 Dec 2023
A Dual Curriculum Learning Framework for Multi-UAV Pursuit-Evasion in Diverse Environments Jiayu Chen Guosheng Li Chao Yu Xinyi Yang Botian Xu Huazhong Yang Yu Wang 95 1 0 19 Dec 2023
Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning Yanwen Ba Xuan Liu Xinning Chen Hao Wang Yang Xu Kenli Li Shigeng Zhang 55 2 0 19 Dec 2023
Multi-agent reinforcement learning using echo-state network and its application to pedestrian dynamics Hisato Komatsu 90 1 0 19 Dec 2023
Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects Min Hua Dong Chen Xinda Qi Kun Jiang Z. Liu Quan Zhou Hongming Xu 79 10 0 18 Dec 2023
Multi-agent Reinforcement Learning: A Comprehensive Survey Dom Huh Prasant Mohapatra AI4CE 82 10 0 15 Dec 2023
Communication-Efficient Soft Actor-Critic Policy Collaboration via Regulated Segment Mixture in Internet of Vehicles Xiaoxue Yu Rongpeng Li Chengchao Liang Zhifeng Zhao 79 0 0 15 Dec 2023
Situation-Dependent Causal Influence-Based Cooperative Multi-agent Reinforcement Learning Xiao Du Yutong Ye Peng Zhang Yaning Yang Mingsong Chen Ting Wang 56 4 0 15 Dec 2023
From Centralized to Self-Supervised: Pursuing Realistic Multi-Agent Reinforcement Learning Violet Xiang Logan Cross Jan-Philipp Fränken Nick Haber 56 0 0 14 Dec 2023
Adaptive parameter sharing for multi-agent reinforcement learning Dapeng Li Na Lou Bin Zhang Zhiwei Xu Guoliang Fan 84 3 0 14 Dec 2023
Efficiently Quantifying Individual Agent Importance in Cooperative MARL Omayma Mahjoub Ruan de Kock Siddarth S. Singh Wiem Khlifi Abidine Vall Kale-ab Tessera Arnu Pretorius FAtt 85 2 0 13 Dec 2023
How much can change in a year? Revisiting Evaluation in Multi-Agent Reinforcement Learning Siddarth S. Singh Omayma Mahjoub Ruan de Kock Wiem Khlifi Abidine Vall Kale-ab Tessera Arnu Pretorius 106 1 0 13 Dec 2023
Self-Play Q-learners Can Provably Collude in the Iterated Prisoner's Dilemma Quentin Bertrand Juan Agustin Duque Emilio Calvano Gauthier Gidel 19 2 0 13 Dec 2023
Noise Distribution Decomposition based Multi-Agent Distributional Reinforcement Learning Wei Geng Baidi Xiao Rongpeng Li Ning Wei Dong Wang Zhifeng Zhao 77 1 0 12 Dec 2023
DCIR: Dynamic Consistency Intrinsic Reward for Multi-Agent Reinforcement Learning Kun-Li Channing Lin Yufeng Wang Peihao Chen Runhao Zeng Siyuan Zhou Mingkui Tan Chuang Gan AI4CE 57 0 0 10 Dec 2023
Privacy Preserving Multi-Agent Reinforcement Learning in Supply Chains Ananta Mukherjee Peeyush Kumar Boling Yang Nishanth Chandran Divya Gupta 32 0 0 09 Dec 2023
A Review of Cooperation in Multi-agent Learning Yali Du Joel Z Leibo Usman Islam Richard Willis P. Sunehag 107 34 0 08 Dec 2023
Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning Zican Hu Zongzhang Zhang Huaxiong Li Chunlin Chen Hongyu Ding Zhi Wang 104 11 0 08 Dec 2023
Mastering Complex Coordination through Attention-based Dynamic Graph Guangchong Zhou Zhiwei Xu Zeren Zhang Guoliang Fan GNN 89 0 0 07 Dec 2023
MACCA: Offline Multi-agent Reinforcement Learning with Causal Credit Assignment Ziyan Wang Yali Du Yudi Zhang Meng Fang Biwei Huang OffRL 77 4 0 06 Dec 2023
MASP: Scalable GNN-based Planning for Multi-Agent Navigation Xinyi Yang Xinting Yang Chao Yu Jiayu Chen Huazhong Yang Yu Wang AI4CE 79 0 0 05 Dec 2023
Quality Diversity in the Amorphous Fortress (QD-AF): Evolving for Complexity in 0-Player Games Sam Earle M. Charity Dipika Rajesh Mayu Wilson Julian Togelius 53 1 0 04 Dec 2023
Towards Decentralized Task Offloading and Resource Allocation in User-Centric Mobile Edge Computing Langtian Qin Hancheng Lu Yuang Chen Baolin Chong Feng Wu 25 0 0 03 Dec 2023
BenchMARL: Benchmarking Multi-Agent Reinforcement Learning Matteo Bettini Amanda Prorok Vincent Moens OffRL 81 15 0 03 Dec 2023
Learning to Cooperate and Communicate Over Imperfect Channels Jannis Weil Gizem Ekinci Heinz Koeppl Tobias Meuser 64 0 0 24 Nov 2023
Directly Attention Loss Adjusted Prioritized Experience Replay Zhuoying Chen Huiping Li Zhaoxu Wang 51 1 0 24 Nov 2023
Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach Bin Zhang Hangyu Mao Jingqing Ruan Ying Wen Yang Li ... Dapeng Li Ziyue Li Rui Zhao Lijuan Li Guoliang Fan LM&Ro LLMAG 79 39 0 23 Nov 2023
Resilient Control of Networked Microgrids using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations Sayak Mukherjee Ramij-Raja Hossain Sheik M. Mohiuddin Yuan Liu Wei Du Veronica Adetola Rohit A Jinsiwale Qiuhua Huang Tianzhixi Yin Ankit Singhal 63 4 0 21 Nov 2023
Multi-Timescale Control and Communications with Deep Reinforcement Learning -- Part I: Communication-Aware Vehicle Control Tong Liu Lei Lei Kan Zheng Xuemin X. Shen 69 6 0 19 Nov 2023
Multi-Timescale Control and Communications with Deep Reinforcement Learning -- Part II: Control-Aware Radio Resource Allocation Lei Lei Tong Liu Kan Zheng Xuemin X. Shen 79 6 0 19 Nov 2023
Robust Network Slicing: Multi-Agent Policies, Adversarial Attacks, and Defensive Strategies Feng Wang M. C. Gursoy Senem Velipasalar AAML 42 1 0 19 Nov 2023
Short vs. Long-term Coordination of Drones: When Distributed Optimization Meets Deep Reinforcement Learning Chuhao Qin Evangelos Pournaras 65 1 0 16 Nov 2023
Cooperative AI via Decentralized Commitment Devices Xinyuan Sun Davide Crapis Matt Stephenson B. Monnot Thomas Thiery Jonathan Passerat-Palmbach 73 11 0 14 Nov 2023
Multi-Agent Reinforcement Learning for the Low-Level Control of a Quadrotor UAV Beomyeol Yu Taeyoung Lee AI4CE 44 3 0 10 Nov 2023
Lewis's Signaling Game as beta-VAE For Natural Word Lengths and Segments Ryo Ueda Tadahiro Taniguchi 59 7 0 08 Nov 2023
The NeurIPS 2022 Neural MMO Challenge: A Massively Multiagent Competition with Specialization and Trade Enhong Liu Joseph Suárez Chenhui You Bo Wu Bingcheng Chen ... Yuejia Huang Kun Zhang Hanhui Yang Shi-bao Tang Phillip Isola 25 0 0 07 Nov 2023
A Brain-inspired Theory of Collective Mind Model for Efficient Social Cooperation Zhuoya Zhao Feifei Zhao Shiwen Wang Yinqian Sun Yi Zeng 78 3 0 06 Nov 2023
Imitation Learning based Alternative Multi-Agent Proximal Policy Optimization for Well-Formed Swarm-Oriented Pursuit Avoidance Sizhao Li Yuming Xiang Rongpeng Li Zhifeng Zhao Honggang Zhang 31 0 0 06 Nov 2023
Learning Independently from Causality in Multi-Agent Environments Rafael Pina V. D. Silva Corentin Artaud LRM 48 1 0 05 Nov 2023