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 / 533 papers shown

Title
Credit Assignment and Efficient Exploration based on Influence Scope in Multi-agent Reinforcement Learning Shuai Han Mehdi Dastani Shihan Wang 29 0 0 13 May 2025
DARLR: Dual-Agent Offline Reinforcement Learning for Recommender Systems with Dynamic Reward Yi Zhang Ruihong Qiu Xuwei Xu Jiajun Liu Sen Wang OffRL 31 0 0 12 May 2025
VoI-Driven Joint Optimization of Control and Communication in Vehicular Digital Twin Network Lei Lei K. Zheng Jie Mei Xuemin Shen 22 0 0 12 May 2025
Constant-Memory Strategies in Stochastic Games: Best Responses and Equilibria Fengming Zhu Fangzhen Lin 29 0 0 11 May 2025
JAEGER: Dual-Level Humanoid Whole-Body Controller Ziluo Ding Haobin Jiang Yuxuan Wang Zhenguo Sun Yu Zhang Xiaojie Niu M. Yang Weishuai Zeng Xinrun Xu Zongqing Lu 31 0 0 10 May 2025
JaxRobotarium: Training and Deploying Multi-Robot Policies in 10 Minutes Shalin Jain Jiazhen Liu Siva Kailas Harish Ravichandar 37 0 0 10 May 2025
Bi-level Mean Field: Dynamic Grouping for Large-Scale MARL Yuxuan Zheng Yihe Zhou Feiyang Xu Mingli Song Shunyu Liu OffRL 31 0 0 10 May 2025
LLM-Flock: Decentralized Multi-Robot Flocking via Large Language Models and Influence-Based Consensus Peihan Li Lifeng Zhou 23 0 0 10 May 2025
CCL: Collaborative Curriculum Learning for Sparse-Reward Multi-Agent Reinforcement Learning via Co-evolutionary Task Evolution Yufei Lin Chengwei Ye Hongzhi Zhang Kangsheng Wang Linuo Xu Shuyan Liu Zeyu Zhang 32 1 0 08 May 2025
Multi-agent Embodied AI: Advances and Future Directions Zhaohan Feng Ruiqi Xue Lei Yuan Yang Yu Ning Ding M. Liu Bingzhao Gao Jian Sun Gang Wang AI4CE 57 1 0 08 May 2025
Rainbow Delay Compensation: A Multi-Agent Reinforcement Learning Framework for Mitigating Delayed Observation Songchen Fu Siang Chen Shaojing Zhao Letian Bai Ta Li Yonghong Yan 27 0 0 06 May 2025
Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents Christian Schroeder de Witt AAML AI4CE 150 0 0 04 May 2025
Resolving Conflicting Constraints in Multi-Agent Reinforcement Learning with Layered Safety Jason J. Choi Jasmine Jerry Aloor Jingqi Li Maria G. Mendoza H. Balakrishnan Claire J. Tomlin 28 0 0 04 May 2025
Adaptive 3D UI Placement in Mixed Reality Using Deep Reinforcement Learning Feiyu Lu Mengyu Chen Hsiang Hsu Pranav Deshpande Cheng Yao Wang Blair MacIntyre 30 3 0 30 Apr 2025
Exploiting inter-agent coupling information for efficient reinforcement learning of cooperative LQR Shahbaz P Qadri Syed He Bai 43 0 0 29 Apr 2025
Multi-Agent Reinforcement Learning for Resources Allocation Optimization: A Survey Mohamad Abdul Hady Siyi Hu Mahardhika Pratama Jimmy Cao Ryszard Kowalczyk 24 0 0 29 Apr 2025
MARFT: Multi-Agent Reinforcement Fine-Tuning Junwei Liao Muning Wen Jun Wang Wenbo Zhang OffRL 31 0 0 21 Apr 2025
Cross-environment Cooperation Enables Zero-shot Multi-agent Coordination Kunal Jha Wilka Carvalho Yancheng Liang S. Du Max Kleiman-Weiner Natasha Jaques 27 0 0 17 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 40 0 0 30 Mar 2025
Imitation Learning of Correlated Policies in Stackelberg Games Kunag-Da Wang Ping-Chun Hsieh Wen-Chih Peng 43 0 0 11 Mar 2025
Generative Multi-Agent Q-Learning for Policy Optimization: Decentralized Wireless Networks Talha Bozkus U. Mitra OffRL 40 0 0 07 Mar 2025
Efficient Algorithms for Verifying Kruskal Rank in Sparse Linear Regression and Related Applications Fengqin Zhou 55 0 0 06 Mar 2025
Enabling AI Scientists to Recognize Innovation: A Domain-Agnostic Algorithm for Assessing Novelty Yao Wang Mingxuan Cui Arthur Jiang 61 0 0 03 Mar 2025
ToMCAT: Theory-of-Mind for Cooperative Agents in Teams via Multiagent Diffusion Policies Pedro Sequeira Vidyasagar Sadhu Melinda Gervasio DiffM 89 0 0 25 Feb 2025
Safe Multi-Agent Navigation guided by Goal-Conditioned Safe Reinforcement Learning Meng Feng Viraj Parimi B. Williams 69 1 0 25 Feb 2025
Reinforcement Learning of Multi-robot Task Allocation for Multi-object Transportation with Infeasible Tasks Yuma Shida Tomohiko Jimbo Tadashi Odashima Takamitsu Matsubara 51 1 0 20 Feb 2025
Causal Mean Field Multi-Agent Reinforcement Learning Hao Ma Zhiqiang Pu Yi Pan Boyin Liu Junlong Gao Zhenyu Guo 83 0 0 20 Feb 2025
Learning Variational Inequalities from Data: Fast Generalization Rates under Strong Monotonicity Eric Zhao Tatjana Chavdarova Michael I. Jordan 47 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 53 0 0 19 Feb 2025
Single-Agent Planning in a Multi-Agent System: A Unified Framework for Type-Based Planners Fengming Zhu Fangzhen Lin 75 1 0 13 Feb 2025
Task Offloading in Vehicular Edge Computing using Deep Reinforcement Learning: A Survey Ashab Uddin Ahmed Hamdi Sakr Ning Zhang OffRL 57 0 0 10 Feb 2025
Low-Rank Agent-Specific Adaptation (LoRASA) for Multi-Agent Policy Learning Beining Zhang Aditya Kapoor Mingfei Sun 54 0 0 08 Feb 2025
VolleyBots: A Testbed for Multi-Drone Volleyball Game Combining Motion Control and Strategic Play Zelai Xu Chao Yu Ruize Zhang Huining Yuan Xiangmin Yi ... Wenhao Tang Yu-Xiang Wang Wenbo Ding Xiusi Chen Yu Wang 139 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 80 1 0 04 Feb 2025
B3C: A Minimalist Approach to Offline Multi-Agent Reinforcement Learning Woojun Kim Katia P. Sycara OffRL 91 0 0 30 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 46 0 0 28 Jan 2025
On the Hypomonotone Class of Variational Inequalities Khaled Alomar Tatjana Chavdarova 33 0 0 20 Jan 2025
CORD: Generalizable Cooperation via Role Diversity Kanefumi Matsuyama Kefan Su Jiangxing Wang Deheng Ye Zongqing Lu 40 0 0 04 Jan 2025
Solving Hierarchical Information-Sharing Dec-POMDPs: An Extensive-Form Game Approach Johan Peralez Aurélien Delage Olivier Buffet J. Dibangoye 39 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 85 34 0 03 Jan 2025
Game Theory and Multi-Agent Reinforcement Learning : From Nash Equilibria to Evolutionary Dynamics Neil De La Fuente Miquel Noguer i Alonso Guim Casadellà 36 0 0 31 Dec 2024
Multi-Agent Q-Learning for Real-Time Load Balancing User Association and Handover in Mobile Networks Alireza Alizadeh Byungju Lim Mai Vu 32 4 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 37 0 0 29 Dec 2024
Steganography in Game Actions Ching-Chun Chang Isao Echizen 76 3 0 11 Dec 2024
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games Fanqi Kong Yizhe Huang Song-Chun Zhu Siyuan Qi Xue Feng 26 2 0 10 Oct 2024
Cooperative and Asynchronous Transformer-based Mission Planning for Heterogeneous Teams of Mobile Robots Milad Farjadnasab Shahin Sirouspour 38 0 0 08 Oct 2024
Enabling Multi-Robot Collaboration from Single-Human Guidance Zhengran Ji Lingyu Zhang Paul Sajda Boyuan Chen 34 1 0 30 Sep 2024
Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategies Alexei Pisacane Victor-Alexandru Darvariu Mirco Musolesi 23 0 0 12 Sep 2024
Cooperative Path Planning with Asynchronous Multiagent Reinforcement Learning Jiaming Yin Weixiong Rao Yu Xiao Keshuang Tang 18 0 0 01 Sep 2024
Learning Multi-agent Multi-machine Tending by Mobile Robots Abdalwhab Abdalwhab Giovanni Beltrame Samira Ebrahimi Kahou David St-Onge 29 1 0 29 Aug 2024