<abstract xmlns="http://www.w3.org/1999/xhtml"><p> In recent years significant work has been done to use Neural Networks in game AI, and harness the advantages of such a technique. This paper would like to show that it is possible using neuroevolution to evolve a neural network topology optimized for a given task and avoiding over or under complexification by human hands. In order to illustrate this we implement two agents capable of playing simple zero sum perfect information games with the help of the genetic algorithm Neuroevolution of augmenting topologies. To illustrate this optimization we load the resulting topologies onto an Android OS game app. </p></abstract>

In recent years significant work has been done to use Neural Networks in game AI, and harness the advantages of such a technique. This paper would like to show that it is possible using neuroevolution to evolve a neural network topology optimized for a given task and avoiding over or under complexification by human hands. In order to illustrate this we implement two agents capable of playing simple zero sum perfect information games with the help of the genetic algorithm Neuroevolution of augmenting topologies. To illustrate this optimization we load the resulting topologies onto an Android OS game app.

Neuro-evolution in Zero-Sum Perfect Information Games on the Android OS

Department of Computer Science West University of Timisoara

Annals of West University of Timisoara - Mathematics and Computer Science

{"article-title":"Neuro-evolution in Zero-Sum Perfect Information Games on the Android OS"}

In recent years significant work has been done to use Neural Networks in game AI, and harness the advantages of such a technique. This paper would like to show...

Neuro-evolution in Zero-Sum Perfect Information Games on the Android OS

Pubblicato online: 15 gen 2013

Pagine: 27 - 43

DOI: https://doi.org/10.2478/v10324-012-0013-4

Parole chiave
neural networks, neuroevolution, mobile platform, Game AI, zero sum games, Android OS

This content is open access.

Neuro-evolution in Zero-Sum Perfect Information Games on the Android OS

Pubblicato online: 15 gen 2013

Pagine: 27 - 43

DOI: https://doi.org/10.2478/v10324-012-0013-4

Parole chiaveneural networks, neuroevolution, mobile platform, Game AI, zero sum games, Android OS

This content is open access.

Parole chiave
neural networks, neuroevolution, mobile platform, Game AI, zero sum games, Android OS