AI Agent - arXivDaily 专题

2101.02308 2021-01-08 cs.LG 88%

Coding for Distributed Multi-Agent Reinforcement Learning

Baoqian Wang, Junfei Xie, Nikolay Atanasov

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

2003.02157 2021-01-07 physics.soc-ph cs.LG eess.SP stat.ML 88%

Risk-Aware Energy Scheduling for Edge Computing with Microgrid: A Multi-Agent Deep Reinforcement Learning Approach

Md. Shirajum Munir, Sarder Fakhrul Abedin, Nguyen H. Tran, Zhu Han, Eui-Nam Huh, Choong Seon Hong

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

Comments Accepted Article BY IEEE Transactions on Network and Service Management, DOI: 10.1109/TNSM.2021.3049381

2004.00470 2021-01-01 cs.AI cs.MA 88%

Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication

Jianyu Su, Stephen Adams, Peter A. Beling

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

1806.09795 2021-01-01 cs.LG cs.GT stat.ML 88%

Multi-agent Inverse Reinforcement Learning for Certain General-sum Stochastic Games

Xiaomin Lin, Stephen C. Adams, Peter A. Beling

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

Comments 30 pages

Journal ref Journal of Artificial Intelligence Research 66 (2019), pp 473-502

1511.01960 2020-12-29 cs.AI 88%

An Action Language for Multi-Agent Domains: Foundations

Chitta Baral, Gregory Gelfond, Enrico Pontelli, Tran Cao Son

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

Comments 49 pages, 12 figures

2012.12383 2020-12-24 cs.MA cs.AI 88%

Distributed Q-Learning with State Tracking for Multi-agent Networked Control

Hang Wang, Sen Lin, Hamid Jafarkhani, Junshan Zhang

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

2012.08660 2020-12-22 cs.LG cs.DC cs.MA 88%

Accelerating Distributed Online Meta-Learning via Multi-Agent Collaboration under Limited Communication

Sen Lin, Mehmet Dedeoglu, Junshan Zhang

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

2004.01298 2020-12-21 eess.SY cs.LG cs.SY math.OC 88%

Trajectory Optimization for Nonlinear Multi-Agent Systems using Decentralized Learning Model Predictive Control

Edward L. Zhu, Yvonne R. Stürz, Ugo Rosolia, Francesco Borrelli

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

Comments 8 pages, 2 figures, accepted at Conference on Decision and Control 2020

2012.09762 2020-12-18 cs.LG 88%

MAGNet: Multi-agent Graph Network for Deep Multi-agent Reinforcement Learning

Aleksandra Malysheva, Daniel Kudenko, Aleksei Shpilman

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:1811.12557

2012.09136 2020-12-17 cs.MA cs.AI 88%

Resolving Implicit Coordination in Multi-Agent Deep Reinforcement Learning with Deep Q-Networks & Game Theory

Griffin Adams, Sarguna Janani Padmanabhan, Shivang Shekhar

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

Comments 8 pages

2012.09134 2020-12-17 cs.MA cs.LG cs.RO 88%

Multi-agent navigation based on deep reinforcement learning and traditional pathfinding algorithm

Hongda Qiu

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

2012.03204 2020-12-08 cs.AI 88%

Fever Basketball: A Complex, Flexible, and Asynchronized Sports Game Environment for Multi-agent Reinforcement Learning

Hangtian Jia, Yujing Hu, Yingfeng Chen, Chunxu Ren, Tangjie Lv, Changjie Fan, Chongjie Zhang

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

Comments 7 pages,12 figures

2012.03158 2020-12-08 cs.LG cs.MA cs.RO 88%

Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks

Ye Hu, Mingzhe Chen, Walid Saad, H. Vincent Poor, Shuguang Cui

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

2010.15896 2020-12-04 cs.MA cs.AI 88%

Exploring Zero-Shot Emergent Communication in Embodied Multi-Agent Populations

Kalesha Bullard, Franziska Meier, Douwe Kiela, Joelle Pineau, Jakob Foerster

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

2012.01101 2020-12-03 cs.AI cs.MA 88%

Multi-Objective Optimization of the Textile Manufacturing Process Using Deep-Q-Network Based Multi-Agent Reinforcement Learning

Zhenglei He, Kim Phuc Tran, Sebastien Thomassey, Xianyi Zeng, Jie Xu, Changhai Yi

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

1809.07830 2020-11-26 cs.MA cs.LG 88%

IntelligentCrowd: Mobile Crowdsensing via Multi-Agent Reinforcement Learning

Yize Chen, Hao Wang

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

Comments Accepted paper at 2020 IEEE Transactions on Emerging Topics in Computational Intelligence

2011.09533 2020-11-20 cs.AI 88%

Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?

Christian Schroeder de Witt, Tarun Gupta, Denys Makoviichuk, Viktor Makoviychuk, Philip H. S. Torr, Mingfei Sun, Shimon Whiteson

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

2011.08954 2020-11-19 cs.LG cs.NA math.NA 88%

Multi-agent Reinforcement Learning Accelerated MCMC on Multiscale Inversion Problem

Eric Chung, Yalchin Efendiev, Wing Tat Leung, Sai-Mang Pun, Zecheng Zhang

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

1909.10737 2020-11-12 cs.RO cs.LG cs.MA 88%

Multi-agent Interactive Prediction under Challenging Driving Scenarios

Weihao Xuan, Ruijie Ren

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

2011.04016 2020-11-10 cs.AI cs.HC 88%

Provenance-Based Interpretation of Multi-Agent Information Analysis

Scott Friedman, Jeff Rye, David LaVergne, Dan Thomsen, Matthew Allen, Kyle Tunis

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

Comments 6 pages, 5 figures, appears in Proceedings of TaPP 2020

Journal ref Proceedings of TaPP 2020

2011.03615 2020-11-10 cs.LG cs.NI 88%

Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial

Amal Feriani, Ekram Hossain

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

2011.00120 2020-11-03 eess.SY cs.LG cs.MA cs.RO cs.SY 88%

Optimizing Mixed Autonomy Traffic Flow With Decentralized Autonomous Vehicles and Multi-Agent RL

Eugene Vinitsky, Nathan Lichtle, Kanaad Parvate, Alexandre Bayen

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

2010.15045 2020-10-29 cs.NE cs.LG cs.MA 88%

A multi-agent model for growing spiking neural networks

Javier Lopez Randulfe, Leon Bonde Larsen

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

Comments 79 pages. Master's thesis

2002.05513 2020-10-28 cs.AI 88%

Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach

Ke Zhang, Meng Li, Zhengchao Zhang, Xi Lin, Fang He

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

Comments 29 pages

2010.13110 2020-10-27 cs.AI cs.MA 88%

Learning Multi-Agent Coordination for Enhancing Target Coverage in Directional Sensor Networks

Jing Xu, Fangwei Zhong, Yizhou Wang

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

Comments To appear in NeurIPS 2020

2005.09023 2020-10-26 physics.comp-ph cs.LG 88%

Automating Turbulence Modeling by Multi-Agent Reinforcement Learning

Guido Novati, Hugues Lascombes de Laroussilhe, Petros Koumoutsakos

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

Comments To be published in Nature Machine Intelligence

2007.02529 2020-10-23 cs.LG cs.MA stat.ML 88%

Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning

Meng Zhou, Ziyu Liu, Pengwei Sui, Yixuan Li, Yuk Ying Chung

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

Comments NeurIPS 2020 Camera Ready; first two authors contributed equally

2006.10800 2020-10-23 cs.LG cs.MA stat.ML 88%

Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning

Tabish Rashid, Gregory Farquhar, Bei Peng, Shimon Whiteson

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

2010.09094 2020-10-20 cs.LG 88%

Multi-Agent Reinforcement Learning in NOMA-aided UAV Networks for Cellular Offloading

Ruikang Zhong, Xiao Liu, Yuanwei Liu, Yue Chen

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

2010.07777 2020-10-16 cs.LG cs.GT cs.MA 88%

A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning

Arnu Pretorius, Scott Cameron, Elan van Biljon, Tom Makkink, Shahil Mawjee, Jeremy du Plessis, Jonathan Shock, Alexandre Laterre, Karim Beguir

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

Comments 17 pages, 16 Figures, to appear in Advances of Neural Information Processing Systems (NeurIPS) conference, 2020

1. 多智能体 14943 篇

Coding for Distributed Multi-Agent Reinforcement Learning

Risk-Aware Energy Scheduling for Edge Computing with Microgrid: A Multi-Agent Deep Reinforcement Learning Approach

Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication

Multi-agent Inverse Reinforcement Learning for Certain General-sum Stochastic Games

An Action Language for Multi-Agent Domains: Foundations

Distributed Q-Learning with State Tracking for Multi-agent Networked Control

Accelerating Distributed Online Meta-Learning via Multi-Agent Collaboration under Limited Communication

Trajectory Optimization for Nonlinear Multi-Agent Systems using Decentralized Learning Model Predictive Control

MAGNet: Multi-agent Graph Network for Deep Multi-agent Reinforcement Learning

Resolving Implicit Coordination in Multi-Agent Deep Reinforcement Learning with Deep Q-Networks & Game Theory

Multi-agent navigation based on deep reinforcement learning and traditional pathfinding algorithm

Fever Basketball: A Complex, Flexible, and Asynchronized Sports Game Environment for Multi-agent Reinforcement Learning

Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks

Exploring Zero-Shot Emergent Communication in Embodied Multi-Agent Populations

Multi-Objective Optimization of the Textile Manufacturing Process Using Deep-Q-Network Based Multi-Agent Reinforcement Learning

IntelligentCrowd: Mobile Crowdsensing via Multi-Agent Reinforcement Learning

Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?

Multi-agent Reinforcement Learning Accelerated MCMC on Multiscale Inversion Problem

Multi-agent Interactive Prediction under Challenging Driving Scenarios

Provenance-Based Interpretation of Multi-Agent Information Analysis

Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial

Optimizing Mixed Autonomy Traffic Flow With Decentralized Autonomous Vehicles and Multi-Agent RL

A multi-agent model for growing spiking neural networks

Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach

Learning Multi-Agent Coordination for Enhancing Target Coverage in Directional Sensor Networks

Automating Turbulence Modeling by Multi-Agent Reinforcement Learning

Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning

Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning

Multi-Agent Reinforcement Learning in NOMA-aided UAV Networks for Cellular Offloading

A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning