Pareto Ensembles for evolutionary Synthesis of Neurocontrollers in a 2D Maze-based video game

• Main Authors: Tse, Guan Tan, Jason Teo, Kim, On Chin, Patricia Anthony
• Format: Article
• Language: English
• Published: Trans Tech Publications, Switzerland 2013
• Subjects: TA Engineering (General). Civil engineering (General)
• Online Access: https://eprints.ums.edu.my/id/eprint/20488/1/Pareto%20Ensembles%20for%20evolutionary%20Synthesis%20of%20Neurocontrollers%20in%20a%202D%20Maze.pdf; https://eprints.ums.edu.my/id/eprint/20488/

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...