AI Agent - arXivDaily 专题

2206.02583 2022-12-08 cs.MA cs.AI 88%

Consensus Learning for Cooperative Multi-Agent Reinforcement Learning

Zhiwei Xu, Bin Zhang, Dapeng Li, Zeren Zhang, Guangchong Zhou, Hao Chen, Guoliang Fan

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 14 pages, 13 figures, 2 tables

2212.01619 2022-12-06 cs.MA cs.LG cs.NI 88%

DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning

Tingting Yuan, Hwei-Ming Chung, Jie Yuan, Xiaoming Fu

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments AAAI'23

2111.12961 2022-12-06 cs.MA cs.LG math.OC 88%

Distributed Policy Gradient with Variance Reduction in Multi-Agent Reinforcement Learning

Xiaoxiao Zhao, Jinlong Lei, Li Li, Jie Chen

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

2211.16068 2022-12-05 cs.LG cs.MA 88%

ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency

Chuming Li, Jie Liu, Yinmin Zhang, Yuhong Wei, Yazhe Niu, Yaodong Yang, Yu Liu, Wanli Ouyang

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments Accepted by the Thirty-Seventh AAAI Conference on Artificial Intelligence(AAAI2023)

2212.00115 2022-12-02 cs.LG cs.MA 88%

Towards True Lossless Sparse Communication in Multi-Agent Systems

Seth Karten, Mycal Tucker, Siva Kailas, Katia Sycara

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments 12 pages, 6 figures

2211.16427 2022-11-30 physics.flu-dyn cs.LG physics.comp-ph 88%

Multi-agent reinforcement learning for wall modeling in LES of flow over periodic hills

Di Zhou, Michael P. Whitmore, Kevin P. Griffin, H. Jane Bae

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

2211.15858 2022-11-30 cs.MA cs.LG cs.SY eess.SY 88%

Distributed Energy Management and Demand Response in Smart Grids: A Multi-Agent Deep Reinforcement Learning Framework

Amin Shojaeighadikolaei, Arman Ghasemi, Kailani Jones, Yousif Dafalla, Alexandru G. Bardas, Reza Ahmadi, Morteza Haashemi

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments 16 pages, 10 figures

2211.15782 2022-11-30 cs.AI 88%

Towards Preserving Semantic Structure in Argumentative Multi-Agent via Abstract Interpretation

Minal Suresh Patil

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 5 pages, 2 figures, The Online Handbook of Argumentation for AI (OHAAI) 2022, Vol. 3

2211.12075 2022-11-23 cs.MA cs.LG 88%

Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning

Lipeng Wan, Zeyang Liu, Xingyu Chen, Xuguang Lan, Nanning Zheng

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments arXiv admin note: substantial text overlap with arXiv:2112.04454

2211.11692 2022-11-22 cs.NI cs.LG cs.MA 88%

TinyQMIX: Distributed Access Control for mMTC via Multi-agent Reinforcement Learning

Tien Thanh Le, Yusheng Ji, John C. S Lui

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments 6 pages, 4 figures, presented at VTC Fall 2022

2203.12955 2022-11-22 cs.AI 88%

Onto4MAT: A Swarm Shepherding Ontology for Generalised Multi-Agent Teaming

Adam J. Hepworth, Daniel P. Baxter, Hussein A. Abbass

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 19 pages, 2 tables, 16 figures

2211.10100 2022-11-21 cs.LG cs.MA 88%

Credit-cognisant reinforcement learning for multi-agent cooperation

F. Bredell, H. A. Engelbrecht, J. C. Schoeman

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments 11 pages, 6 figures, 1 appendix, submitted to IEEE Transaction on Games

2211.08980 2022-11-17 cs.GT cs.IT cs.LG math.IT math.OC 88%

Asynchronous Gradient Play in Zero-Sum Multi-agent Games

Ruicheng Ao, Shicong Cen, Yuejie Chi

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

2211.02089 2022-11-07 cs.MA cs.AI 88%

Group Cohesion in Multi-Agent Scenarios as an Emergent Behavior

Gianluca Georg Alois Volkmer, Nabil Alsabah

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

2205.02561 2022-11-07 cs.LG 88%

LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning

Mingyu Yang, Jian Zhao, Xunhan Hu, Wengang Zhou, Jiangcheng Zhu, Houqiang Li

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

2210.16624 2022-11-01 cs.AR cs.LG 88%

LearningGroup: A Real-Time Sparse Training on FPGA via Learnable Weight Grouping for Multi-Agent Reinforcement Learning

Je Yang, JaeUk Kim, Joo-Young Kim

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments This paper will be published in IEEE International Conference on Field-Programmable Technology 2022

2205.14953 2022-10-31 cs.MA cs.LG 88%

Multi-Agent Reinforcement Learning is a Sequence Modeling Problem

Muning Wen, Jakub Grudzien Kuba, Runji Lin, Weinan Zhang, Ying Wen, Jun Wang, Yaodong Yang

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

2210.09378 2022-10-20 cs.RO cs.AI cs.MA cs.SY eess.SY 88%

Learning Control Admissibility Models with Graph Neural Networks for Multi-Agent Navigation

Chenning Yu, Hongzhan Yu, Sicun Gao

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

2210.09084 2022-10-18 cs.LG cs.CV 88%

Multi-Agent Automated Machine Learning

Zhaozhi Wang, Kefan Su, Jian Zhang, Huizhu Jia, Qixiang Ye, Xiaodong Xie, Zongqing Lu

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

2210.08390 2022-10-18 cs.MA cs.AI cs.GT cs.RO 88%

SOCIALMAPF: Optimal and Efficient Multi-Agent Path Finding with Strategic Agents for Social Navigation

Rohan Chandra, Rahul Maligi, Arya Anantula, Joydeep Biswas

专题命中多智能体：agent(title,abstract)；multi-agent(title)；planning(abstract)；分类 cs.AI

Comments Full paper submission to R-AL. Shorter Blue Sky paper version available at AIHRI/2022/1016

2210.07636 2022-10-17 cs.LG cs.MA 88%

Distributional Reward Estimation for Effective Multi-Agent Deep Reinforcement Learning

Jifeng Hu, Yanchao Sun, Hechang Chen, Sili Huang, haiyin piao, Yi Chang, Lichao Sun

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

2208.10458 2022-10-13 cs.LG cs.GT cs.IT cs.SY eess.SY math.IT stat.ML 88%

Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model

Gen Li, Yuejie Chi, Yuting Wei, Yuxin Chen

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Comments accepted in part to NeurIPS 2022

2209.10003 2022-10-12 cs.AI cs.MA cs.RO 88%

Macro-Action-Based Multi-Agent/Robot Deep Reinforcement Learning under Partial Observability

Yuchen Xiao

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments PhD thesis

2203.03265 2022-10-12 cs.AI cs.MA 88%

Efficient Policy Generation in Multi-Agent Systems via Hypergraph Neural Network

Bin Zhang, Yunpeng Bai, Zhiwei Xu, Dapeng Li, Guoliang Fan

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments 12 pages, 6 figures

2010.02870 2022-10-11 cs.LG cs.MA 88%

Dif-MAML: Decentralized Multi-Agent Meta-Learning

Mert Kayaalp, Stefan Vlaski, Ali H. Sayed

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

Journal ref IEEE Open Journal of Signal Processing, vol: 3, p. 71 - 93 , Jan. 2022

2210.03674 2022-10-10 cs.AI cs.MA cs.SY eess.SY 88%

Reinforcement Learning Approach for Multi-Agent Flexible Scheduling Problems

Hongjian Zhou, Boyang Gu, Chenghao Jin

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

2209.11817 2022-09-27 cs.LG cs.DS 88%

An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret

Matthew Jones, Huy Lê Nguyen, Thy Nguyen

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

2209.11279 2022-09-26 cs.RO cs.LG cs.MA 88%

Environment Optimization for Multi-Agent Navigation

Zhan Gao, Amanda Prorok

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

2209.10958 2022-09-23 cs.MA cs.AI 88%

Developing, Evaluating and Scaling Learning Agents in Multi-Agent Environments

Ian Gemp, Thomas Anthony, Yoram Bachrach, Avishkar Bhoopchand, Kalesha Bullard, Jerome Connor, Vibhavari Dasagi, Bart De Vylder, Edgar Duenez-Guzman, Romuald Elie, Richard Everett, Daniel Hennes, Edward Hughes, Mina Khan, Marc Lanctot, Kate Larson, Guy Lever, Siqi Liu, Luke Marris, Kevin R. McKee, Paul Muller, Julien Perolat, Florian Strub, Andrea Tacchetti, Eugene Tarassov, Zhe Wang, Karl Tuyls

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.AI

Comments Published in AI Communications 2022

2203.03692 2022-09-21 cs.LG cs.CR cs.MA 88%

Low-Loss Subspace Compression for Clean Gains against Multi-Agent Backdoor Attacks

Siddhartha Datta, Nigel Shadbolt

专题命中多智能体：agent(title,abstract)；multi-agent(title,abstract)；分类 cs.LG

1. 多智能体 14943 篇

Consensus Learning for Cooperative Multi-Agent Reinforcement Learning

DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning

Distributed Policy Gradient with Variance Reduction in Multi-Agent Reinforcement Learning

ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency

Towards True Lossless Sparse Communication in Multi-Agent Systems

Multi-agent reinforcement learning for wall modeling in LES of flow over periodic hills

Distributed Energy Management and Demand Response in Smart Grids: A Multi-Agent Deep Reinforcement Learning Framework

Towards Preserving Semantic Structure in Argumentative Multi-Agent via Abstract Interpretation

Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning

TinyQMIX: Distributed Access Control for mMTC via Multi-agent Reinforcement Learning

Onto4MAT: A Swarm Shepherding Ontology for Generalised Multi-Agent Teaming

Credit-cognisant reinforcement learning for multi-agent cooperation

Asynchronous Gradient Play in Zero-Sum Multi-agent Games

Group Cohesion in Multi-Agent Scenarios as an Emergent Behavior

LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning

LearningGroup: A Real-Time Sparse Training on FPGA via Learnable Weight Grouping for Multi-Agent Reinforcement Learning

Multi-Agent Reinforcement Learning is a Sequence Modeling Problem

Learning Control Admissibility Models with Graph Neural Networks for Multi-Agent Navigation

Multi-Agent Automated Machine Learning

SOCIALMAPF: Optimal and Efficient Multi-Agent Path Finding with Strategic Agents for Social Navigation

Distributional Reward Estimation for Effective Multi-Agent Deep Reinforcement Learning

Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model

Macro-Action-Based Multi-Agent/Robot Deep Reinforcement Learning under Partial Observability

Efficient Policy Generation in Multi-Agent Systems via Hypergraph Neural Network

Dif-MAML: Decentralized Multi-Agent Meta-Learning

Reinforcement Learning Approach for Multi-Agent Flexible Scheduling Problems

An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret

Environment Optimization for Multi-Agent Navigation

Developing, Evaluating and Scaling Learning Agents in Multi-Agent Environments

Low-Loss Subspace Compression for Clean Gains against Multi-Agent Backdoor Attacks