Rogue-Like Games as a Playground for Artificial Intelligence - Evolutionary Approach

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F15%3A10319474" target="_blank" >RIV/00216208:11320/15:10319474 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-24589-8_20" target="_blank" >http://dx.doi.org/10.1007/978-3-319-24589-8_20</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-24589-8_20" target="_blank" >10.1007/978-3-319-24589-8_20</a>

Result language
angličtina
Original language name
Rogue-Like Games as a Playground for Artificial Intelligence - Evolutionary Approach
Original language description
Rogue-likes are difficult computer RPG games set in a procedurally generated environment. Attempts have been made at playing these algorithmically, but few of them succeeded. In this paper, we present a platform for developing artificial intelligence (AI) and creating procedural content generators (PCGs) for a rogue-like game Desktop Dungeons. As an example, we employ evolutionary algorithms to recombine greedy strategies for the game. The resulting AI plays the game better than a hand-designed greedy strategy and similarly well to a mediocre player - winning the game 72% of the time. The platform may be used for additional research leading to improving rogue-like games and general PCGs.
Czech name
—
Czech description
—

Project
—
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Similar results(10)