Cooperative multi-agent learning: The state of the art

L Panait, S Luke - Autonomous agents and multi-agent systems, 2005 - Springer
Cooperative multi-agent systems (MAS) are ones in which several agents attempt, through
their interaction, to jointly solve tasks or to maximize utility. Due to the interactions among the …

Parallel surrogate-assisted global optimization with expensive functions–a survey

RT Haftka, D Villanueva, A Chaudhuri - Structural and Multidisciplinary …, 2016 - Springer
Surrogate assisted global optimization is gaining popularity. Similarly, modern advances in
computing power increasingly rely on parallelization rather than faster processors. This …

[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 …

A roadmap of agent research and development

NR Jennings, K Sycara, M Wooldridge - Autonomous agents and multi …, 1998 - Springer
This paper provides an overview of research and development activities in the field of
autonomous agents and multi-agent systems. It aims to identify key concepts and …

Multiagent systems: A survey from a machine learning perspective

P Stone, M Veloso - Autonomous Robots, 2000 - Springer
Abstract Distributed Artificial Intelligence (DAI) has existed as a subfield of AI for less than
two decades. DAI is concerned with systems that consist of multiple independent entities that …

Multiagent systems

KP Sycara - AI magazine, 1998 - ojs.aaai.org
Agent-based systems technology has generated lots of excitement in recent years because
of its promise as a new paradigm for conceptualizing, designing, and implementing software …

Multirobot systems: a classification focused on coordination

A Farinelli, L Iocchi, D Nardi - IEEE Transactions on Systems …, 2004 - ieeexplore.ieee.org
Multirobot systems (MRS) are, nowadays, an important research area within robotics and
artificial intelligence and a growing number of systems have recently been presented in the …

Commitments and conventions: The foundation of coordination in multi-agent systems

NR Jennings - The knowledge engineering review, 1993 - cambridge.org
Distributed Artificial Intelligence systems, in which multiple agents interact to improve their
individual performance and to enhance the systems' overall utility, are becoming an …

[图书][B] Layered learning in multiagent systems

PH Stone - 1998 - search.proquest.com
Multi-agent systems in complex, real-time domains require agents to act effectively both
autonomously and as part of a team. This dissertation addresses multi-agent systems …

Coordination techniques for distributed artificial intelligence

NR Jennings - 1996 - eprints.soton.ac.uk
Coordination, the process by which an agent reasons about its local actions and the
(anticipated) actions of others to try and ensure the community acts in a coherent manner, is …