AI Agent - arXivDaily 专题

2010.05436 2020-10-13 cs.LG cs.SY eess.SY 88%

Leveraging the Capabilities of Connected and Autonomous Vehicles and Multi-Agent Reinforcement Learning to Mitigate Highway Bottleneck Congestion

Paul Young Joun Ha, Sikai Chen, Jiqian Dong, Runjia Du, Yujie Li, Samuel Labi

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

Comments TRB 20201 Annual Meeting

2010.05290 2020-10-13 cs.NI cs.GT cs.LG cs.MA 88%

Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication

Alperen Gündogan, H. Murat Gürsu, Volker Pauli, Wolfgang Kellerer

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

Journal ref ACM MobiHoc Workshop on Cooperative data dissemination in future vehicular networks (D2VNet) 2020

2010.05254 2020-10-13 cs.RO cs.AI 88%

A Feedback Scheme to Reorder a Multi-Agent Execution Schedule by Persistently Optimizing a Switchable Action Dependency Graph

Alexander Berndt, Niels Van Duijkeren, Luigi Palmieri, Tamas Keviczky

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

Comments ICAPS 2020 DMAP workshop, 9 pages

2007.13524 2020-10-12 cs.LG stat.ML 88%

Dynamic Relational Inference in Multi-Agent Trajectories

Ruichao Xiao, Manish Kumar Singh, Rose Yu

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

Comments submitted to ICLR 2021

2006.12010 2020-10-07 cs.LG stat.ML 88%

QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning

Kyunghwan Son, Sungsoo Ahn, Roben Delos Reyes, Jinwoo Shin, Yung Yi

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

2010.01523 2020-10-06 cs.LG stat.ML 88%

RODE: Learning Roles to Decompose Multi-Agent Tasks

Tonghan Wang, Tarun Gupta, Anuj Mahajan, Bei Peng, Shimon Whiteson, Chongjie Zhang

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

2010.00168 2020-10-02 cs.AI cs.LO 88%

Multi-Agent Systems based on Contextual Defeasible Logic considering Focus

Helio H. L. C. Monte-Alto, Mariela Morveli-Espinoza, Cesar A. Tacla

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

Comments 11 pages, 3 figures, paper was accepted for conference ICAART 2020: 12th International Conference on Agents and Artificial Intelligence, but was withdrew

2001.09001 2020-10-01 cs.LG cs.MA cs.RO stat.ML 88%

MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network

Priyabrata Saha, Arslan Ali, Burhan A. Mudassar, Yun Long, Saibal Mukhopadhyay

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

Comments Accepted manuscript by ICRA 2020

Journal ref ICRA 2020, pp. 8158-8164

2009.12691 2020-09-29 cs.AI 88%

A Multi-Agent System for Solving the Dynamic Capacitated Vehicle Routing Problem with Stochastic Customers using Trajectory Data Mining

Juan Camilo Fonseca-Galindo, Gabriela de Castro Surita, José Maia Neto, Cristiano Leite de Castro, André Paim Lemos

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

2004.05273 2020-09-24 cs.RO cs.LG cs.MA cs.SY eess.SY math.OC 88%

Safe Multi-Agent Interaction through Robust Control Barrier Functions with Learned Uncertainties

Richard Cheng, Mohammad Javad Khojasteh, Aaron D. Ames, Joel W. Burdick

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

Journal ref 59th IEEE Conference on Decision and Control (CDC 2020)

2009.09361 2020-09-22 eess.SY cs.LG cs.SY 88%

Lyapunov-Based Reinforcement Learning for Decentralized Multi-Agent Control

Qingrui Zhang, Hao Dong, Wei Pan

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

Comments Accepted to The 2nd International Conference on Distributed Artificial Intelligence

2003.08839 2020-09-22 cs.LG cs.MA stat.ML 88%

Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning

Tabish Rashid, Mikayel Samvelyan, Christian Schroeder de Witt, Gregory Farquhar, Jakob Foerster, Shimon Whiteson

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

Comments Extended version of the ICML 2018 conference paper (arXiv:1803.11485)

Journal ref Journal of Machine Learning Research 21(178):1-51, 2020

2009.06425 2020-09-18 cs.AI cs.MA 88%

Persistent And Scalable JADE: A Cloud based InMemory Multi-agent Framework

Nauman Khalid, Ghalib Ahmed Tahir, Peter Bloodsworth

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

2009.05282 2020-09-14 cs.AI cs.MA 88%

Results of multi-agent system and ontology to manage ideas and represent knowledge in a challenge of creativity

Pedro Barrios, Davy Monticolo, Sahbi Sidhom

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

Journal ref International Multi-Conference OCTA'2019 on Organization of Knowledge and Advanced Technologies, University of Tunis (Tunisia) & International scholarly society ISKO Maghreb, Feb 2020, Tunis (ALECSO), Tunisia. pp.6-17

2009.05161 2020-09-14 cs.AI 88%

Multi-Goal Multi-Agent Path Finding via Decoupled and Integrated Goal Vertex Ordering

Pavel Surynek

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

2005.05441 2020-09-01 cs.LG cs.MA stat.ML 88%

Delay-Aware Multi-Agent Reinforcement Learning for Cooperative and Competitive Environments

Baiming Chen, Mengdi Xu, Zuxin Liu, Liang Li, Ding Zhao

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

2002.06723 2020-08-25 cs.LG cs.MA stat.ML 88%

Reward Design for Driver Repositioning Using Multi-Agent Reinforcement Learning

Zhenyu Shou, Xuan Di

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

Comments 28 pages, 20 figures, published in Transportation Research Part C 119 (2020) 102738

2008.06464 2020-08-18 cs.AI cs.MA 88%

Multi-Agent Deep Reinforcement Learning enabled Computation Resource Allocation in a Vehicular Cloud Network

Shilin Xu, Caili Guo, Rose Qingyang Hu, Yi Qian

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

Comments I have update this paper, and a new version will be resubmitted later

2008.04774 2020-08-17 cs.AI cs.MA 88%

SMT-based Safety Verification of Parameterised Multi-Agent Systems

Paolo Felli, Alessandro Gianola, Marco Montali

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

2008.06244 2020-08-17 cs.LG cs.MA stat.ML 88%

Cooperative Multi-Agent Bandits with Heavy Tails

Abhimanyu Dubey, Alex Pentland

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

Comments 26 pages including appendix, camera-ready for ICML 2020

2008.06220 2020-08-17 cs.LG cs.MA stat.ML 88%

Kernel Methods for Cooperative Multi-Agent Contextual Bandits

Abhimanyu Dubey, Alex Pentland

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

Comments 19 pages including supplement, camera-ready at ICML 2020

2008.03573 2020-08-11 cs.AI cs.LO cs.MA cs.RO 88%

Explanation Generation for Multi-Modal Multi-Agent Path Finding with Optimal Resource Utilization using Answer Set Programming

Aysu Bogatarkan, Esra Erdem

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

Comments Paper presented at the 36th International Conference on Logic Programming (ICLP 2020), University Of Calabria, Rende (CS), Italy, September 2020, 16 pages, 6 figures

1911.04094 2020-08-11 cs.MA cs.LG 88%

SMIX($λ$): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning

Xinghu Yao, Chao Wen, Yuhui Wang, Xiaoyang Tan

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

2007.14552 2020-07-30 cs.CV cs.LG 88%

Compare and Select: Video Summarization with Multi-Agent Reinforcement Learning

Tianyu Liu

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

Comments 10 pages, 5 figures

2007.13078 2020-07-28 cs.CV cs.LG 88%

SMART: Simultaneous Multi-Agent Recurrent Trajectory Prediction

Sriram N N, Buyu Liu, Francesco Pittaluga, Manmohan Chandraker

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

Comments Accepted at ECCV 2020

2006.14156 2020-07-23 eess.SY cs.LG cs.SY 88%

Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings

Liang Yu, Yi Sun, Zhanbo Xu, Chao Shen, Dong Yue, Tao Jiang, Xiaohong Guan

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

Comments 14 pages, 21 figures, accepted by IEEE Transactions on Smart Grid

2007.02991 2020-07-08 eess.SY cs.LG cs.SY 88%

Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks

Yuanqi Gao, Wei Wang, Nanpeng Yu

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

Comments 9 pages, 5 figures

1911.06992 2020-06-24 cs.AI cs.MA 88%

Learning Efficient Multi-agent Communication: An Information Bottleneck Approach

Rundong Wang, Xu He, Runsheng Yu, Wei Qiu, Bo An, Zinovi Rabinovich

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

Comments ICML 2020

2006.10897 2020-06-22 cs.LG cs.MA stat.ML 88%

Efficient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning

Oscar de Lima, Hansal Shah, Ting-Sheng Chu, Brian Fogelson

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

2006.08722 2020-06-17 math.OC cs.LG 88%

A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features

Sulaiman A. Alghunaim, Ming Yan, Ali H. Sayed

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

Comments To appear in European Signal Processing Conference (EUSIPCO) 2020

1. 多智能体 14943 篇

Leveraging the Capabilities of Connected and Autonomous Vehicles and Multi-Agent Reinforcement Learning to Mitigate Highway Bottleneck Congestion

Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication

A Feedback Scheme to Reorder a Multi-Agent Execution Schedule by Persistently Optimizing a Switchable Action Dependency Graph

Dynamic Relational Inference in Multi-Agent Trajectories

QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning

RODE: Learning Roles to Decompose Multi-Agent Tasks

Multi-Agent Systems based on Contextual Defeasible Logic considering Focus

MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network

A Multi-Agent System for Solving the Dynamic Capacitated Vehicle Routing Problem with Stochastic Customers using Trajectory Data Mining

Safe Multi-Agent Interaction through Robust Control Barrier Functions with Learned Uncertainties

Lyapunov-Based Reinforcement Learning for Decentralized Multi-Agent Control

Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning

Persistent And Scalable JADE: A Cloud based InMemory Multi-agent Framework

Results of multi-agent system and ontology to manage ideas and represent knowledge in a challenge of creativity

Multi-Goal Multi-Agent Path Finding via Decoupled and Integrated Goal Vertex Ordering

Delay-Aware Multi-Agent Reinforcement Learning for Cooperative and Competitive Environments

Reward Design for Driver Repositioning Using Multi-Agent Reinforcement Learning

Multi-Agent Deep Reinforcement Learning enabled Computation Resource Allocation in a Vehicular Cloud Network

SMT-based Safety Verification of Parameterised Multi-Agent Systems

Cooperative Multi-Agent Bandits with Heavy Tails

Kernel Methods for Cooperative Multi-Agent Contextual Bandits

Explanation Generation for Multi-Modal Multi-Agent Path Finding with Optimal Resource Utilization using Answer Set Programming

SMIX($λ$): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning

Compare and Select: Video Summarization with Multi-Agent Reinforcement Learning

SMART: Simultaneous Multi-Agent Recurrent Trajectory Prediction

Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings

Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks

Learning Efficient Multi-agent Communication: An Information Bottleneck Approach

Efficient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning

A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features