Actor-Attention-Critic for Multi-Agent Reinforcement Learning

5 October 2018

Papers citing "Actor-Attention-Critic for Multi-Agent Reinforcement Learning"

50 / 281 papers shown

Title
SAINT: Attention-Based Modeling of Sub-Action Dependencies in Multi-Action Policies Matthew Landers Taylor W. Killian Thomas Hartvigsen Afsaneh Doryab 32 0 0 17 May 2025
Bidirectional Distillation: A Mixed-Play Framework for Multi-Agent Generalizable Behaviors Lang Feng Jiahao Lin Dong Xing Li Zhang De Ma Gang Pan 42 0 0 16 May 2025
Graph Neural Network Aided Deep Reinforcement Learning for Resource Allocation in Dynamic Terahertz UAV Networks Zhifeng Hu Chong Han 53 0 0 08 May 2025
Multi-Agent Reinforcement Learning-based Cooperative Autonomous Driving in Smart Intersections Taoyuan Yu Kui Wang Zongdian Li Tao Yu Kei Sakaguchi 47 0 0 07 May 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 44 0 0 17 Apr 2025
Belief States for Cooperative Multi-Agent Reinforcement Learning under Partial Observability Paul J. Pritz K. Leung 45 0 0 11 Apr 2025
Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation Sicong Liu Yang Shu Chenjuan Guo Bin Yang OffRL 68 3 0 27 Mar 2025
MARVEL: Multi-Agent Reinforcement Learning for constrained field-of-View multi-robot Exploration in Large-scale environments Jimmy Chiun Shizhe Zhang Yizhuo Wang Yuhong Cao Guillaume Sartoretti 69 1 0 27 Feb 2025
Causal Mean Field Multi-Agent Reinforcement Learning Hao Ma Zhiqiang Pu Yi Pan Boyin Liu Junlong Gao Zhenyu Guo 90 0 0 20 Feb 2025
Distributed Multi-Agent Reinforcement Learning with One-hop Neighbors and Compute Straggler Mitigation Baoqian Wang Junfei Xie Nikolay Atanasov 42 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 37 4 0 31 Dec 2024
Learning for Cross-Layer Resource Allocation in MEC-Aided Cell-Free Networks Chong Zheng Shiwen He Yongming Huang Tony Q.S. Quek 82 0 0 21 Dec 2024
An Advantage-based Optimization Method for Reinforcement Learning in Large Action Space Hai Lin Cheng Huang Zhihong Chen OffRL 77 0 0 17 Dec 2024
Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion Sharing Yue Jin Shuangqing Wei Giovanni Montana 79 0 0 16 Dec 2024
Towards Fault Tolerance in Multi-Agent Reinforcement Learning Yuchen Shi Huaxin Pei Liang Feng Jianming Hu Dingyi Yao 80 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 61 1 0 29 Nov 2024
Enabling Multi-Robot Collaboration from Single-Human Guidance Zhengran Ji Lingyu Zhang Paul Sajda Boyuan Chen 42 1 0 30 Sep 2024
Tera-SpaceCom: GNN-based Deep Reinforcement Learning for Joint Resource Allocation and Task Offloading in TeraHertz Band Space Networks Zhifeng Hu Chong Han Wolfgang H. Gerstacker I. F. Akyildiz 26 0 0 12 Sep 2024
An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning Christopher Amato OffRL 38 9 0 04 Sep 2024
On Centralized Critics in Multi-Agent Reinforcement Learning Xueguang Lyu Andrea Baisero Yuchen Xiao Brett Daley Christopher Amato OffRL 36 10 0 26 Aug 2024
QTypeMix: Enhancing Multi-Agent Cooperative Strategies through Heterogeneous and Homogeneous Value Decomposition Songchen Fu Shaojing Zhao Ta Li Yonghong Yan 31 3 0 12 Aug 2024
Subequivariant Reinforcement Learning in 3D Multi-Entity Physical Environments Runfa Chen Ling Wang Yu Du Tianrui Xue Gang Hua Jianwei Zhang Wenbing Huang OffRL 57 1 0 17 Jul 2024
Cloud-Edge-Terminal Collaborative AIGC for Autonomous Driving Jianan Zhang Zhiwei Wei Boxun Liu Xiayi Wang Yong Yu Rongqing Zhang 35 5 0 02 Jul 2024
Diffusion Models for Offline Multi-agent Reinforcement Learning with Safety Constraints Jianuo Huang OffRL 29 0 0 30 Jun 2024
Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models Yang Zhang Chenjia Bai Bin Zhao Junchi Yan Xiu Li Xuelong Li OffRL 32 1 0 22 Jun 2024
Decentralized Collaborative Pricing and Shunting for Multiple EV Charging Stations Based on Multi-Agent Reinforcement Learning Tianhao Bu Hang Li Guojie Li 28 0 0 17 Jun 2024
Adaptive Opponent Policy Detection in Multi-Agent MDPs: Real-Time Strategy Switch Identification Using Running Error Estimation Mohidul Haque Mridul Mohammad Foysal Khan Redwan Ahmed Rizvee Md. Mosaddek Khan AAML 21 0 0 10 Jun 2024
Multi-Agent RL-Based Industrial AIGC Service Offloading over Wireless Edge Networks Siyuan Li Xi Lin Hansong Xu Kun Hua Xiaomin Jin Gaolei Li Jianhua Li 49 8 0 05 May 2024
A Model-based Multi-Agent Personalized Short-Video Recommender System Peilun Zhou Xiaoxiao Xu Lantao Hu Han Li Peng Jiang OffRL 29 1 0 03 May 2024
Multi-AUV Cooperative Underwater Multi-Target Tracking Based on Dynamic-Switching-enabled Multi-Agent Reinforcement Learning Shengbo Wang Chuan Lin Guangjie Han Shengchao Zhu Zhixian Li Zhenyu Wang 18 2 0 21 Apr 2024
Effective Reinforcement Learning Based on Structural Information Principles Xianghua Zeng Hao Peng Dingli Su Angsheng Li 45 0 0 15 Apr 2024
Multi-Agent Soft Actor-Critic with Global Loss for Autonomous Mobility-on-Demand Fleet Control Zeno Woywood Jasper I. Wiltfang Julius Luy Tobias Enders Maximilian Schiffer 40 2 0 10 Apr 2024
Attention-Driven Multi-Agent Reinforcement Learning: Enhancing Decisions with Expertise-Informed Tasks A. R. Kuroswiski Annie S Wu Angelo Passaro 35 0 0 08 Apr 2024
ROMA-iQSS: An Objective Alignment Approach via State-Based Value Learning and ROund-Robin Multi-Agent Scheduling Chi-Hui Lin Joewie J. Koh Alessandro Roncone Lijun Chen 34 0 0 05 Apr 2024
Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration Xudong Guo Daming Shi Junjie Yu Wenhui Fan 43 4 0 05 Apr 2024
GOV-REK: Governed Reward Engineering Kernels for Designing Robust Multi-Agent Reinforcement Learning Systems Ashish Rana Michael Oesterle Jannik Brinkmann 23 0 0 01 Apr 2024
Inferring Latent Temporal Sparse Coordination Graph for Multi-Agent Reinforcement Learning Wei Duan Jie Lu Junyu Xuan 45 3 0 28 Mar 2024
Untangling Knots: Leveraging LLM for Error Resolution in Computational Notebooks Konstantin Grotov Sergey Titov Yaroslav Zharov T. Bryksin 45 0 0 26 Mar 2024
Collaborative AI Teaming in Unknown Environments via Active Goal Deduction Zuyuan Zhang Hanhan Zhou Mahdi Imani Taeyoung Lee Tian-Shing Lan 42 11 0 22 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 44 0 0 05 Mar 2024
SMAUG: A Sliding Multidimensional Task Window-Based MARL Framework for Adaptive Real-Time Subtask Recognition Wenjing Zhang Wei Zhang 49 0 0 04 Mar 2024
Towards Fair and Efficient Learning-based Congestion Control Xudong Liao Han Tian Chaoliang Zeng Xinchen Wan Kai Chen 39 6 0 04 Mar 2024
Feint in Multi-Player Games Junyu Liu Wangkai Jin Xiangjun Peng OffRL 35 0 0 04 Mar 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 24 0 0 28 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 57 2 0 21 Feb 2024
Risk-Sensitive Soft Actor-Critic for Robust Deep Reinforcement Learning under Distribution Shifts Tobias Enders James Harrison Maximilian Schiffer OOD 59 4 0 15 Feb 2024
Fully Decentralized Cooperative Multi-Agent Reinforcement Learning: A Survey Jiechuan Jiang Kefan Su Zongqing Lu 53 3 0 10 Jan 2024
Physics-Informed Multi-Agent Reinforcement Learning for Distributed Multi-Robot Problems Eduardo Sebastián T. Duong Nikolay Atanasov Eduardo Montijano C. Sagüés 38 3 0 30 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 21 8 0 24 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 37 2 0 20 Dec 2023