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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Tse, Guan Tan, Jason Teo, Chin, Kim On, Patricia Anthony
التنسيق: مقال
اللغة:English
منشور في: Trans Tech Publications, Switzerland 2013
الموضوعات:
الوصول للمادة أونلاين:https://eprints.ums.edu.my/id/eprint/20516/1/Pareto%20ensembles%20for%20evolutionary%20synthesis%20of%20Neurocontrollers%20in%20a%202D%20maze.pdf