AI Agent

Deep Multi-Agent Reinforcement Learning with Relevance Graphs

Aleksandra Malysheva, Tegg Taekyong Sung, Chae-Bong Sohn, Daniel Kudenko, Aleksei Shpilman

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

Comments The first two authors contributed equally. Author ordering determined by coin flip over a Google Hangout. Accepted at NIPS 2018 Deep RL Workshop

Emergence of linguistic conventions in multi-agent reinforcement learning

Dorota Lipowska, Adam Lipowski

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

Comments 18 pages, PLOS ONE (accepted)

Journal ref PLoS ONE 13(11): e0208095 (2018)

An Unified Intelligence-Communication Model for Multi-Agent System Part-I: Overview

Bo Zhang, Bin Chen, Jinyu Yang, Wenjing Yang, Jiankang Zhang

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

Comments 12 pages, 5 figures, submitted for publications in IEEE Journals Interactive Vesion @ https://uicm-mas.github.io/

Learning Attentional Communication for Multi-Agent Cooperation

Jiechuan Jiang, Zongqing Lu

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

Comments NIPS'18

Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning

Jun Feng, Heng Li, Minlie Huang, Shichen Liu, Wenwu Ou, Zhirong Wang, Xiaoyan Zhu

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

Comments WWW2018

SimArch: A Multi-agent System For Human Path Simulation In Architecture Design

Yen-Chia Hsu

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

Multi-Agent Path Finding with Deadlines

Hang Ma, Glenn Wagner, Ariel Felner, Jiaoyang Li, 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 IJCAI 2018, to appear

QMIX: 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 Camera-ready version, International Conference of Machine Learning 2018

Multi-Agent Path Finding with Deadlines: Preliminary Results

Hang Ma, Glenn Wagner, Ariel Felner, Jiaoyang Li, 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 AAMAS 2018, to appear

Emergent Complexity via Multi-Agent Competition

Trapit Bansal, Jakub Pachocki, Szymon Sidor, Ilya Sutskever, Igor Mordatch

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

Comments Published as a conference paper at ICLR 2018

Valuing knowledge, information and agency in Multi-agent Reinforcement Learning: a case study in smart buildings

Hussain Kazmi, Johan Suykens, Johan Driesen

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

Multi-Agent Imitation Learning for Driving Simulation

Raunak P. Bhattacharyya, Derek J. Phillips, Blake Wulfe, Jeremy Morton, Alex Kuefler, Mykel J. Kochenderfer

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

Comments 6 pages, 3 figures, 1 table

A Model of Multi-Agent Consensus for Vague and Uncertain Beliefs

Michael Crosscombe, Jonathan Lawry

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

Journal ref Adaptive Behavior. 24 (4). pp 249-260. 2016

Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning

Saurabh Kumar, Pararth Shah, Dilek Hakkani-Tur, Larry Heck

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

Comments Hierarchical Reinforcement Learning Workshop at the 31st Conference on Neural Information Processing Systems

Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning

Xiangyu Kong, Bo Xin, Fangchen Liu, Yizhou Wang

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

Dilated FCN for Multi-Agent 2D/3D Medical Image Registration

Shun Miao, Sebastien Piat, Peter Fischer, Ahmet Tuysuzoglu, Philip Mewes, Tommaso Mansi, Rui Liao

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

Comments AAAI 2018

AI Buzzwords Explained: Multi-Agent Path Finding (MAPF)

Hang Ma, Sven Koenig

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

Parameter Sharing Deep Deterministic Policy Gradient for Cooperative Multi-agent Reinforcement Learning

Xiangxiang Chu, Hangjun Ye

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

Comments 12 pages, 6 figures

Multi-Agent Q-Learning for Minimizing Demand-Supply Power Deficit in Microgrids

Raghuram Bharadwaj Diddigi, D. Sai Koti Reddy, Shalabh Bhatnagar

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

Coalition formation for Multi-agent Pursuit based on Neural Network and AGRMF Model

Zhaoyi Pei, Songhao Piao, Mohammed Ei Souidi

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

Modifying Optimal SAT-based Approach to Multi-agent Path-finding Problem to Suboptimal Variants

Pavel Surynek, Ariel Felner, Roni Stern, Eli Boyarski

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

Value-Decomposition Networks For Cooperative Multi-Agent Learning

Peter Sunehag, Guy Lever, Audrunas Gruslys, Wojciech Marian Czarnecki, Vinicius Zambaldi, Max Jaderberg, Marc Lanctot, Nicolas Sonnerat, Joel Z. Leibo, Karl Tuyls, Thore Graepel

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

Rapid Randomized Restarts for Multi-Agent Path Finding Solvers

Liron Cohen, Glenn Wagner, T. K. Satish Kumar, Howie Choset, Sven Koenig

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

Lifelong Multi-Agent Path Finding for Online Pickup and Delivery Tasks

Hang Ma, Jiaoyang Li, 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 In AAMAS 2017

Analysing Congestion Problems in Multi-agent Reinforcement Learning

Roxana Rădulescu, Peter Vrancx, Ann Nowé

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

Comments Adaptive Learning Agents (ALA) Workshop at AAMAS 2017

Multi-Agent Path Finding with Delay Probabilities

Hang Ma, 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 To appear in AAAI 2017

An Intelligent Multi-Agent Recommender System for Human Capacity Building

Vukosi N. Marivate, George Ssali, Tshilidzi Marwala

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

Comments Proceedings of the 14th IEEE Mediterranean Electrotechnical Conference, 2008, pages 909 to 915

A centralized reinforcement learning method for multi-agent job scheduling in Grid

Milad Moradi

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

Multi-Agent Continuous Transportation with Online Balanced Partitioning

Chao Wang, Somchaya Liemhetcharat, Kian Hsiang Low

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

Comments 2 pages, published in the proceedings of the 15th AAMAS conference

Assisting Drivers During Overtaking Using Car-2-Car Communication and Multi-Agent Systems

Adrian Groza, Calin Cara, Sergiu Zaporojan, Igor Calmicov

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

Comments preprint ICCP 2016, Cluj-Napoca