AI Agent - arXivDaily 专题

2101.05436 2021-04-20 cs.MA cs.AI cs.SY eess.SY 88%

Learning Safe Multi-Agent Control with Decentralized Neural Barrier Certificates

Zengyi Qin, Kaiqing Zhang, Yuxiao Chen, Jingkai Chen, Chuchu Fan

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

Comments Published at ICLR 2021

2006.10443 2021-04-20 cs.LG cs.DC cs.SY eess.SY stat.ML 88%

Distributed Value Function Approximation for Collaborative Multi-Agent Reinforcement Learning

Milos S. Stankovic, Marko Beko, Srdjan S. Stankovic

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

2104.07539 2021-04-16 cs.LG cs.SY eess.SY 88%

Multi-Agent Reinforcement Learning Based Coded Computation for Mobile Ad Hoc Computing

Baoqian Wang, Junfei Xie, Kejie Lu, Yan Wan, Shengli Fu

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

2104.05610 2021-04-14 cs.NE cs.LG cs.MA 88%

A coevolutionary approach to deep multi-agent reinforcement learning

Daan Klijn, A. E. Eiben

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

2012.07949 2021-04-12 cs.LG cs.MA 88%

SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning

Fabian Ritz, Thomy Phan, Robert Müller, Thomas Gabor, Andreas Sedlmeier, Marc Zeller, Jan Wieghardt, Reiner Schmid, Horst Sauer, Cornel Klein, Claudia Linnhoff-Popien

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

Comments 9 pages, 5 figures; accepted as a full paper at ICAART 2021 (http://www.icaart.org/)

Journal ref Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, 28-37, 2021

2006.12841 2021-04-08 eess.SY cs.LG cs.MA cs.SY 88%

Online Multi-agent Reinforcement Learning for Decentralized Inverter-based Volt-VAR Control

Haotian Liu, Wenchuan Wu

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

Comments 11 pages; submitted to IEEE Transaction on Smart Grid on 2020.6.4

Journal ref DOI 10.1109/TSG.2021.3060027, IEEE

2103.04972 2021-03-30 cs.LG cs.MA stat.ML 88%

Provably Efficient Cooperative Multi-Agent Reinforcement Learning with Function Approximation

Abhimanyu Dubey, Alex Pentland

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

Comments 53 pages including Appendix

2103.15260 2021-03-30 cs.LG cs.RO 88%

Deep reinforcement learning of event-triggered communication and control for multi-agent cooperative transport

Kazuki Shibata, Tomohiko Jimbo, Takamitsu Matsubara

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

Comments 7 pages, 7 figures, to be published in the 2021 International Conference on Robotics and Automation

2103.13147 2021-03-25 cs.LG cs.MA math.OC 88%

Multi-Agent Off-Policy TD Learning: Finite-Time Analysis with Near-Optimal Sample Complexity and Communication Complexity

Ziyi Chen, Yi Zhou, Rongrong Chen

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

Comments 34 pages, 3 figures

2009.13609 2021-03-24 eess.SY cs.LG cs.MA cs.SY math.OC 88%

Compositionality of Linearly Solvable Optimal Control in Networked Multi-Agent Systems

Lin Song, Neng Wan, Aditya Gahlawat, Naira Hovakimyan, Evangelos A. Theodorou

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

Comments Accepted to the 2021 American Control Conference (ACC)

2009.14775 2021-03-23 eess.SY cs.LG cs.MA cs.RO cs.SY math.OC 88%

Cooperative Path Integral Control for Stochastic Multi-Agent Systems

Neng Wan, Aditya Gahlawat, Naira Hovakimyan, Evangelos A. Theodorou, Petros G. Voulgaris

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

Comments To appear in American Control Conference 2021, New Orleans, LA, USA

2103.07116 2021-03-15 cs.AI cs.RO 88%

Pairwise Symmetry Reasoning for Multi-Agent Path Finding Search

Jiaoyang Li, Daniel Harabor, Peter J. Stuckey, Sven Koenig

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

2005.07371 2021-03-15 cs.AI cs.MA cs.RO 88%

Lifelong Multi-Agent Path Finding in Large-Scale Warehouses

Jiaoyang Li, Andrew Tinka, Scott Kiesel, Joseph W. Durham, T. K. Satish Kumar, Sven Koenig

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

Comments Published at AAAI 2021

2103.04289 2021-03-09 cs.AI cs.RO 88%

Learning Human Rewards by Inferring Their Latent Intelligence Levels in Multi-Agent Games: A Theory-of-Mind Approach with Application to Driving Data

Ran Tian, Masayoshi Tomizuka, Liting Sun

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

2007.09645 2021-02-26 cs.MA cs.AI 88%

Design and Analysis of a Multi-Agent E-Learning System Using Prometheus Design Tool

Kennedy E. Ehimwenma, Sujatha Krishnamoorthy

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

Comments 17 figures, 3 tables

Journal ref IAES International Journal of Artificial Intelligence (IJ-AI) Vol. 10, No. 1, March 2021, pp. 9~23

1910.04404 2021-02-26 cs.AI 88%

AI for Explaining Decisions in Multi-Agent Environments

Sarit Kraus, Amos Azaria, Jelena Fiosina, Maike Greve, Noam Hazon, Lutz Kolbe, Tim-Benjamin Lembcke, Jörg P. Müller, Sören Schleibaum, Mark Vollrath

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

Comments This paper has been submitted to the Blue Sky Track of the AAAI 2020 conference. At the time of submission, it is under review. The tentative notification date will be November 10, 2019. Current version: Name of first author had been added in metadata

2007.06699 2021-02-25 cs.GT cs.AI 88%

Fair Algorithms for Multi-Agent Multi-Armed Bandits

Safwan Hossain, Evi Micha, Nisarg Shah

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

2009.04197 2021-02-24 cs.LG cs.MA stat.ML 88%

QR-MIX: Distributional Value Function Factorisation for Cooperative Multi-Agent Reinforcement Learning

Jian Hu, Seth Austin Harding, Haibin Wu, Siyue Hu, Shih-wei Liao

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

Comments There are some experimental errors and experimental unfairness in this paper that will seriously affect the later studies

2102.09745 2021-02-22 cs.LG 88%

Decentralized Deterministic Multi-Agent Reinforcement Learning

Antoine Grosnit, Desmond Cai, Laura Wynter

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

2102.09104 2021-02-19 cs.LG cs.MA cs.RO cs.SY eess.SY math.OC 88%

Distributed Algorithms for Linearly-Solvable Optimal Control in Networked Multi-Agent Systems

Neng Wan, Aditya Gahlawat, Naira Hovakimyan, Evangelos A. Theodorou, Petros G. Voulgaris

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

2102.07359 2021-02-16 cs.LG 88%

Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning

Weijia Zhang, Hao Liu, Fan Wang, Tong Xu, Haoran Xin, Dejing Dou, Hui Xiong

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

Comments 12 pages, 10 figures

2010.04740 2021-02-11 cs.LG cs.MA 88%

Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning

Navid Naderializadeh, Fan H. Hung, Sean Soleyman, Deepak Khosla

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

2002.08567 2021-02-11 cs.LG cs.MA eess.SP stat.ML 88%

Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems

Md. Shirajum Munir, Nguyen H. Tran, Walid Saad, Choong Seon Hong

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

2101.11196 2021-02-03 cs.LG cs.FL 88%

Safe Multi-Agent Reinforcement Learning via Shielding

Ingy Elsayed-Aly, Suda Bharadwaj, Christopher Amato, Rüdiger Ehlers, Ufuk Topcu, Lu Feng

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

Comments 8 pages, 11 figures and 2 tables, to be published in AAMAS 2021

1911.12504 2021-02-02 cs.AI cs.MA 88%

Stigmergic Independent Reinforcement Learning for Multi-Agent Collaboration

Xing Xu, Rongpeng Li, Zhifeng Zhao, Honggang Zhang

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

2101.11538 2021-01-28 cs.MA cs.AI cs.CY 88%

Multi-agent simulation of voter's behaviour

Albin Soutif, Carole Adam, Sylvain Bouveret

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

Comments internship report

2009.09842 2021-01-19 cs.LG cs.MA stat.ML 88%

Energy-based Surprise Minimization for Multi-Agent Value Factorization

Karush Suri, Xiao Qi Shi, Konstantinos Plataniotis, Yuri Lawryshyn

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

Comments Preprint, Under Review

2003.01025 2021-01-19 cs.AI cs.SY eess.SY 88%

Dynamic Queue-Jump Lane for Emergency Vehicles under Partially Connected Settings: A Multi-Agent Deep Reinforcement Learning Approach

Haoran Su, Kejian Shi, Joseph. Y. J. Chow, Li Jin

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

Comments 42 pages, 13 figures, 7 tables

2002.06215 2021-01-12 cs.LG cs.IT cs.MA eess.SP math.IT stat.ML 88%

Resource Management in Wireless Networks via Multi-Agent Deep Reinforcement Learning

Navid Naderializadeh, Jaroslaw Sydir, Meryem Simsek, Hosein Nikopour

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

Comments Final version to appear in IEEE Transactions on Wireless Communications

2101.02349 2021-01-08 cs.AI cs.MA 88%

Attention Actor-Critic algorithm for Multi-Agent Constrained Co-operative Reinforcement Learning

P. Parnika, Raghuram Bharadwaj Diddigi, Sai Koti Reddy Danda, Shalabh Bhatnagar

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

1. 多智能体 14943 篇

Learning Safe Multi-Agent Control with Decentralized Neural Barrier Certificates

Distributed Value Function Approximation for Collaborative Multi-Agent Reinforcement Learning

Multi-Agent Reinforcement Learning Based Coded Computation for Mobile Ad Hoc Computing

A coevolutionary approach to deep multi-agent reinforcement learning

SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning

Online Multi-agent Reinforcement Learning for Decentralized Inverter-based Volt-VAR Control

Provably Efficient Cooperative Multi-Agent Reinforcement Learning with Function Approximation

Deep reinforcement learning of event-triggered communication and control for multi-agent cooperative transport

Multi-Agent Off-Policy TD Learning: Finite-Time Analysis with Near-Optimal Sample Complexity and Communication Complexity

Compositionality of Linearly Solvable Optimal Control in Networked Multi-Agent Systems

Cooperative Path Integral Control for Stochastic Multi-Agent Systems

Pairwise Symmetry Reasoning for Multi-Agent Path Finding Search

Lifelong Multi-Agent Path Finding in Large-Scale Warehouses

Learning Human Rewards by Inferring Their Latent Intelligence Levels in Multi-Agent Games: A Theory-of-Mind Approach with Application to Driving Data

Design and Analysis of a Multi-Agent E-Learning System Using Prometheus Design Tool

AI for Explaining Decisions in Multi-Agent Environments

Fair Algorithms for Multi-Agent Multi-Armed Bandits

QR-MIX: Distributional Value Function Factorisation for Cooperative Multi-Agent Reinforcement Learning

Decentralized Deterministic Multi-Agent Reinforcement Learning

Distributed Algorithms for Linearly-Solvable Optimal Control in Networked Multi-Agent Systems

Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning

Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning

Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems

Safe Multi-Agent Reinforcement Learning via Shielding

Stigmergic Independent Reinforcement Learning for Multi-Agent Collaboration

Multi-agent simulation of voter's behaviour

Energy-based Surprise Minimization for Multi-Agent Value Factorization

Dynamic Queue-Jump Lane for Emergency Vehicles under Partially Connected Settings: A Multi-Agent Deep Reinforcement Learning Approach

Resource Management in Wireless Networks via Multi-Agent Deep Reinforcement Learning

Attention Actor-Critic algorithm for Multi-Agent Constrained Co-operative Reinforcement Learning