AI Agent - arXivDaily 专题

2110.08125 2021-10-18 cs.MA cs.AI 88%

Towards a Multi-Agent System Architecture for Supply Chain Management

Carlos R. Jaimez-González, Wulfrano A. Luna-Ramírez

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

Comments 2 figures, 2 snippets

Journal ref Revista Research in Computing Science: Advances in Computing Science, Vol. 58, pp. 207-219. ISSN: 1870-4069 (2012)

2110.08124 2021-10-18 cs.MA cs.AI 88%

Decentralized Cooperative Lane Changing at Freeway Weaving Areas Using Multi-Agent Deep Reinforcement Learning

Yi Hou, Peter Graf

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

2108.13976 2021-10-12 cs.LG cs.MA 88%

WarpDrive: Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU

Tian Lan, Sunil Srinivasa, Huan Wang, Stephan Zheng

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

Comments TL and SS contributed equally. Code is available at https://www.github.com/salesforce/warp-drive. 11 pages, 14 figures

2110.00673 2021-10-05 cs.LG cs.GT 88%

Multi-Agent Algorithmic Recourse

Andrew O'Brien, Edward Kim

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

Comments Preliminary workshop version; work in progress

2110.00096 2021-10-04 cs.MA cs.AI 88%

Decentralized Graph-Based Multi-Agent Reinforcement Learning Using Reward Machines

Jueming Hu, Zhe Xu, Weichang Wang, Guannan Qu, Yutian Pang, Yongming Liu

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

2109.14188 2021-09-30 cs.LG cs.IT cs.MA math.IT 88%

Information-Bottleneck-Based Behavior Representation Learning for Multi-agent Reinforcement learning

Yue Jin, Shuangqing Wei, Jian Yuan, Xudong Zhang

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

2102.03291 2021-09-30 cs.LG cs.MA 88%

baller2vec: A Multi-Entity Transformer For Multi-Agent Spatiotemporal Modeling

Michael A. Alcorn, Anh Nguyen

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

2109.09531 2021-09-21 cs.AI 88%

Multi-Agent Embodied Visual Semantic Navigation with Scene Prior Knowledge

Xinzhu Liu, Di Guo, Huaping Liu, Fuchun Sun

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

2109.09038 2021-09-21 cs.LG cs.MA stat.ML 88%

Regularize! Don't Mix: Multi-Agent Reinforcement Learning without Explicit Centralized Structures

Chapman Siu, Jason Traish, Richard Yi Da Xu

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

2109.09034 2021-09-21 cs.LG cs.MA stat.ML 88%

Greedy UnMixing for Q-Learning in Multi-Agent Reinforcement Learning

Chapman Siu, Jason Traish, Richard Yi Da Xu

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

2109.08299 2021-09-20 cs.AI cs.LO cs.MA cs.RO 88%

Flexible and Explainable Solutions for Multi-Agent Path Finding Problems

Aysu Bogatarkan

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

Comments In Proceedings ICLP 2021, arXiv:2109.07914. arXiv admin note: substantial text overlap with arXiv:2008.03573

Journal ref EPTCS 345, 2021, pp. 240-247

1908.03761 2021-09-14 cs.LG cs.MA stat.ML 88%

Large-Scale Traffic Signal Control Using a Novel Multi-Agent Reinforcement Learning

Xiaoqiang Wang, Liangjun Ke, Zhimin Qiao, Xinghua Chai

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

Comments 14 pages, 11 figures

Journal ref IEEE transactions on cybernetics 51 (2021), 174-187

2109.04986 2021-09-13 cs.IT cs.LG math.IT 88%

Multi-agent deep reinforcement learning (MADRL) meets multi-user MIMO systems

Heunchul Lee, Jaeseong Jeong

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

Comments Accepted for presentation at the IEEE GLOBECOM 2021, SAC, Machine Learning for Communications, December 7 - 11, in Madrid, Spain. @2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media

2105.08692 2021-09-07 cs.AI 88%

Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition

Bo Liu, Qiang Liu, Peter Stone, Animesh Garg, Yuke Zhu, Animashree Anandkumar

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

Comments International Conference on Machine Learning

2105.00376 2021-09-02 cs.LG cs.MA 88%

Reducing Bus Bunching with Asynchronous Multi-Agent Reinforcement Learning

Jiawei Wang, Lijun Sun

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

Comments IJCAI-2021

2103.14891 2021-09-01 cs.AI cs.MA 88%

KnowRU: Knowledge Reusing via Knowledge Distillation in Multi-agent Reinforcement Learning

Zijian Gao, Kele Xu, Bo Ding, Huaimin Wang, Yiying Li, Hongda Jia

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

2105.00451 2021-08-26 cs.MA cs.AI 88%

Multi-Agent Routing and Scheduling Through Coalition Formation

Luca Capezzuto, Danesh Tarapore, Sarvapali D. Ramchurn

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

Comments 7 pages, 1 figure, presented at OptLearnMAS-21. arXiv admin note: text overlap with arXiv:2106.00379

2108.03952 2021-08-12 cs.LG cs.RO 88%

Safe Deep Reinforcement Learning for Multi-Agent Systems with Continuous Action Spaces

Ziyad Sheebaelhamd, Konstantinos Zisis, Athina Nisioti, Dimitris Gkouletsos, Dario Pavllo, Jonas Kohler

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

Comments ICML 2021 Workshop on Reinforcement Learning for Real Life

2108.03319 2021-08-10 cs.AI 88%

Semantic Tracklets: An Object-Centric Representation for Visual Multi-Agent Reinforcement Learning

Iou-Jen Liu, Zhongzheng Ren, Raymond A. Yeh, Alexander G. Schwing

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

Comments IROS 2021; Project page: https://ioujenliu.github.io/SemanticTracklets/

2104.07750 2021-08-10 cs.AI cs.MA 88%

Joint Attention for Multi-Agent Coordination and Social Learning

Dennis Lee, Natasha Jaques, Chase Kew, Jiaxing Wu, Douglas Eck, Dale Schuurmans, Aleksandra Faust

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

2011.06175 2021-08-09 cs.LG cs.SY eess.SY 88%

Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network

Juhyeon Kim, Kihyun Kim

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

Comments 7 pages, 4 figures

2108.00664 2021-08-03 cs.LG cs.MA q-fin.TR 88%

Learning who is in the market from time series: market participant discovery through adversarial calibration of multi-agent simulators

Victor Storchan, Svitlana Vyetrenko, Tucker Balch

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

2107.13181 2021-07-29 cs.AI 88%

Packet Routing with Graph Attention Multi-agent Reinforcement Learning

Xuan Mai, Quanzhi Fu, Yi Chen

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

2107.11444 2021-07-27 cs.AI 88%

Cooperative Exploration for Multi-Agent Deep Reinforcement Learning

Iou-Jen Liu, Unnat Jain, Raymond A. Yeh, Alexander G. Schwing

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

Comments ICML 2021; Project Page: https://ioujenliu.github.io/CMAE/

2107.08114 2021-07-27 cs.LG cs.MA 88%

Decentralized Multi-Agent Reinforcement Learning for Task Offloading Under Uncertainty

Yuanchao Xu, Amal Feriani, Ekram Hossain

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

2103.02142 2021-07-27 cs.RO cs.LG 88%

Learning to Fly -- a Gym Environment with PyBullet Physics for Reinforcement Learning of Multi-agent Quadcopter Control

Jacopo Panerati, Hehui Zheng, SiQi Zhou, James Xu, Amanda Prorok, Angela P. Schoellig

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

Comments 8 pages, 11 figures, accepted for presentation at IROS 2021

2107.06195 2021-07-14 cs.LG cs.IT eess.SP math.IT 88%

Transfer Learning in Multi-Agent Reinforcement Learning with Double Q-Networks for Distributed Resource Sharing in V2X Communication

Hammad Zafar, Zoran Utkovski, Martin Kasparick, Slawomir Stanczak

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

Comments Submitted for publication

2104.09936 2021-07-14 cs.AI 88%

Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning

Zhenning Li, Hao Yu, Guohui Zhang, Shangjia Dong, Cheng-Zhong Xu

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

Journal ref Transportation Research Part C: Emerging Technologies Volume 125, April 2021, 103059

2104.01939 2021-07-14 cs.AI cs.MA 88%

NQMIX: Non-monotonic Value Function Factorization for Deep Multi-Agent Reinforcement Learning

Quanlin Chen

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

2107.04750 2021-07-13 cs.LG 88%

Multi-Agent Imitation Learning with Copulas

Hongwei Wang, Lantao Yu, Zhangjie Cao, Stefano Ermon

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

Comments ECML-PKDD 2021. First two authors contributed equally

1. 多智能体 14943 篇

Towards a Multi-Agent System Architecture for Supply Chain Management

Decentralized Cooperative Lane Changing at Freeway Weaving Areas Using Multi-Agent Deep Reinforcement Learning

WarpDrive: Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU

Multi-Agent Algorithmic Recourse

Decentralized Graph-Based Multi-Agent Reinforcement Learning Using Reward Machines

Information-Bottleneck-Based Behavior Representation Learning for Multi-agent Reinforcement learning

baller2vec: A Multi-Entity Transformer For Multi-Agent Spatiotemporal Modeling

Multi-Agent Embodied Visual Semantic Navigation with Scene Prior Knowledge

Regularize! Don't Mix: Multi-Agent Reinforcement Learning without Explicit Centralized Structures

Greedy UnMixing for Q-Learning in Multi-Agent Reinforcement Learning

Flexible and Explainable Solutions for Multi-Agent Path Finding Problems

Large-Scale Traffic Signal Control Using a Novel Multi-Agent Reinforcement Learning

Multi-agent deep reinforcement learning (MADRL) meets multi-user MIMO systems

Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition

Reducing Bus Bunching with Asynchronous Multi-Agent Reinforcement Learning

KnowRU: Knowledge Reusing via Knowledge Distillation in Multi-agent Reinforcement Learning

Multi-Agent Routing and Scheduling Through Coalition Formation

Safe Deep Reinforcement Learning for Multi-Agent Systems with Continuous Action Spaces

Semantic Tracklets: An Object-Centric Representation for Visual Multi-Agent Reinforcement Learning

Joint Attention for Multi-Agent Coordination and Social Learning

Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network

Learning who is in the market from time series: market participant discovery through adversarial calibration of multi-agent simulators

Packet Routing with Graph Attention Multi-agent Reinforcement Learning

Cooperative Exploration for Multi-Agent Deep Reinforcement Learning

Decentralized Multi-Agent Reinforcement Learning for Task Offloading Under Uncertainty

Learning to Fly -- a Gym Environment with PyBullet Physics for Reinforcement Learning of Multi-agent Quadcopter Control

Transfer Learning in Multi-Agent Reinforcement Learning with Double Q-Networks for Distributed Resource Sharing in V2X Communication

Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning

NQMIX: Non-monotonic Value Function Factorization for Deep Multi-Agent Reinforcement Learning

Multi-Agent Imitation Learning with Copulas