Story Creation Algorithm Using Q-Learning in a 2D Action RPG Video Game

Autor:	Diego Fernandez-Samillan, Carlos Guizado-Diaz, Willy Ugarte
Jazyk:	angličtina
Rok vydání:	2021
Předmět:	procedural content generation procedural generation story narrative generation q-learning video games Telecommunication TK5101-6720
Zdroj:	Proceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 28, Iss 1, Pp 111-117 (2021)
Druh dokumentu:	article
ISSN:	2305-7254 2343-0737
DOI:	10.23919/FRUCT50888.2021.9347596
Popis:	In this paper, we try to solve the problem of making video games with multiple storylines. To do this, we developed an algorithm capable of generating variations in the game's story through altering the behaviors of the characters. For this task, we use Q-Learning. Our results indicate that this algorithm may be viable to be used in video games for commercial purposes.
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/1a3592f74220414d902e01bdb7b78687 Zobrazit plný text záznamu View record in DOAJ