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ISDA
2005
IEEE
15 years 4 months ago
Managing of Cooperative Genetic Algorithms by Intelligent Agent
Genetic Algorithms (GAs) are very popular optimization tool, although efficient applications of GAs requires users have problem with setting their parameters and used genetic ope...
Halina Kwasnicka, Magdalena Gierusz
ICCCI
2011
Springer
13 years 10 months ago
Evolving Equilibrium Policies for a Multiagent Reinforcement Learning Problem with State Attractors
Multiagent reinforcement learning problems are especially difficult because of their dynamism and the size of joint state space. In this paper a new benchmark problem is proposed, ...
Florin Leon
54
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ATAL
2010
Springer
14 years 12 months ago
A reward function generation method using genetic algorithms: a robot soccer case study
Çetin Meriçli, Tekin Meriçli,...
AISADM
2005
Springer
15 years 4 months ago
A Cooperative Multi-agent Data Mining Model and Its Application to Medical Data on Diabetes
Abstract. We present CoLe, a model for cooperative agents for mining knowledge from heterogeneous data. CoLe allows for the cooperation of different mining agents and the combinat...
Jie Gao, Jörg Denzinger, Robert C. James