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AAMAS
2006
Springer
13 years 5 months ago
An Evolutionary Dynamical Analysis of Multi-Agent Learning in Iterated Games
In this paper, we investigate Reinforcement learning (RL) in multi-agent systems (MAS) from an evolutionary dynamical perspective. Typical for a MAS is that the environment is not ...
Karl Tuyls, Pieter Jan't Hoen, Bram Vanschoenwinke...
HICSS
2003
IEEE
207views Biometrics» more  HICSS 2003»
13 years 10 months ago
Multi-Agent Systems and Microeconomic Theory: A Negotiation Approach to Solve Scheduling Problems in High Dynamic Environments
Microeconomics offer a far developed theory on the subject of rational choice. This theory is applied to a multi-agent system, which has been modeled in order to establish schedul...
Hans Czap, Marc Becker
ATAL
2005
Springer
13 years 11 months ago
An autonomous performance control framework for Distributed Multi-Agent Systems: a queueing theory based approach
Distributed Multi-Agent Systems (DMAS) such as supply chains functioning in highly dynamic environments need to achieve maximum overall utility during operation. The utility from ...
Nathan Gnanasambandam, Seokcheon Lee, Soundar R. T...
ER
2004
Springer
139views Database» more  ER 2004»
13 years 10 months ago
A Sociological Framework for Multi-agent Systems Validation and Verification
Social and intentional behaviours appear as two main components of the agent paradigm. Methods of conventional software engineering do not seem to be appropriate to gain a full kno...
Rubén Fuentes, Jorge J. Gómez-Sanz, ...
ACRI
2000
Springer
13 years 9 months ago
A Multi-Agent Cellular Automata System for Visualising Simulated Pedestrian Activity
This paper describes the first impressions of the development of a multi-agent system that can be used for visualising simulated pedestrian activity and behaviour to support the a...
J. Dijkstra, Harry J. P. Timmermans, J. Jessurun