An overview of multi-agent reinforcement learning from game theoretical perspective

Y Yang, J Wang - arXiv preprint arXiv:2011.00583, 2020 - arxiv.org
Following the remarkable success of the AlphaGO series, 2019 was a booming year that
witnessed significant advances in multi-agent reinforcement learning (MARL) techniques …

The interdisciplinary study of coordination

TW Malone, K Crowston - ACM Computing Surveys (CSUR), 1994 - dl.acm.org
This survey characterizes an emerging research area, sometimes called coordination
theory, that focuses on the interdisciplinary study of coordination. Research in this area uses …

[图书][B] A concise introduction to decentralized POMDPs

FA Oliehoek, C Amato - 2016 - Springer
This book presents an overview of formal decision making methods for decentralized
cooperative systems. It is aimed at graduate students and researchers in the fields of …

[图书][B] An introduction to multiagent systems

M Wooldridge - 2009 - books.google.com
The study of multi-agent systems (MAS) focuses on systems in which many intelligent agents
interact with each other. These agents are considered to be autonomous entities such as …

[图书][B] Multiagent systems: a modern approach to distributed artificial intelligence

G Weiss - 1999 - books.google.com
This is the first comprehensive introduction to multiagent systems and contemporary
distributed artificial intelligence that is suitable as a textbook. The book provides detailed …

A multi-agent decentralized energy management system based on distributed intelligence for the design and control of autonomous polygeneration microgrids

CS Karavas, G Kyriakarakos, KG Arvanitis… - Energy Conversion and …, 2015 - Elsevier
The autonomous polygeneration microgrid topology has been developed in order to cover
holistically needs in a remote area such as electrical energy, space heating and cooling …

От многоагентных систем к интеллектуальным организациям: философия, психология, информатика

ВБ Тарасов - 2002 - elibrary.ru
Книга посвящена теории агентов, многоагентных систем (MAC) и интеллектуальных
организаций—одной из новых, бурно развивающихся областей информатики и …

[图书][B] Readings in distributed artificial intelligence

AH Bond, L Gasser - 2014 - books.google.com
Most artificial intelligence research investigates intelligent behavior for a single agent--
solving problems heuristically, understanding natural language, and so on. Distributed …

A survey of collectives

K Tumer, D Wolpert - Collectives and the design of complex systems, 2004 - Springer
Due to the increasing sophistication and miniaturization of computational components,
complex, distributed systems of interacting agents are becoming ubiquitous. Such systems …

[PDF][PDF] Trends in cooperative distributed problem solving

EH Durfee, VR Lesser, DD Corkill - IEEE Transactions on knowledge …, 1989 - academia.edu
Cooperative Distributed Problem-Solving (CDPS) studies how a loosely-coupled network of
problem solvers can work together to solve problems that are beyond their individual …