AAAI Publications, Fourteenth Artificial Intelligence and Interactive Digital Entertainment Conference

Font Size: 
VERTIGØ: Visualisation of Rolling Horizon Evolutionary Algorithms in GVGAI
Raluca D. Gaina, Simon M. Lucas, Diego Pérez-Liébana

Last modified: 2018-09-25

Abstract


This report presents a tool developed for the analysis and visualisation of Rolling Horizon Evolutionary Algorithms, featuring a GUI which allows integration within the General Video Game AI Framework. Users are able to easily customize the parameters of the agent between runs and observe an in-depth analysis of its performance through various visual information extracted from gameplay data, live while playing the game. This visualisation aims to inform a deeper analysis into algorithm behaviour, in an attempt to justify why they make the decisions they do and improve their performance based on this knowledge.

Keywords


visualization; general video game playing; analysis; rolling horizon evolutionary algorithms

Full Text: PDF