Pareto ensembles for evolutionary synthesis of Neurocontrollers in a 2D maze-based video game

In this paper, we present a study of evolving artificial neural network controllers for autonomously playing maze-based video game. A system using multi-objective evolutionary algorithm is developed, which is called as Pareto Archived Evolution Strategy Neural Network(PAESNet), with the attempt to f...

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Bibliographic Details
Main Authors: Tse, Guan Tan, Jason Teo, Chin, Kim On, Patricia Anthony
Format: Article
Language:English
Published: Trans Tech Publications, Switzerland 2013
Subjects:
Online Access:https://eprints.ums.edu.my/id/eprint/20516/1/Pareto%20ensembles%20for%20evolutionary%20synthesis%20of%20Neurocontrollers%20in%20a%202D%20maze.pdf
https://eprints.ums.edu.my/id/eprint/20516/
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