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Use of machine learning techniques in videogames
| dc.contributor.author | Villanueva Forner, Javier | |
| dc.contributor.other | Montoliu Colás, Raul | |
| dc.contributor.other | Universitat Jaume I. Departament d'Enginyeria i Ciència dels Computadors | |
| dc.date.accessioned | 2018-07-11T09:13:23Z | |
| dc.date.available | 2018-07-11T09:13:23Z | |
| dc.date.issued | 2018-06 | |
| dc.identifier.uri | http://hdl.handle.net/10234/175613 | |
| dc.description | Treball final de Grau en Disseny i Desenvolupament de Videojocs. Codi: VJ1241. Curs acadèmic: 2017/2018 | ca_CA |
| dc.description.abstract | This degree’s Final Project consists in the implementation of machine learning techniques and its adaptation to a video game. The game has various types of AI which include traditional approaches and newer ones, like Montecarlo Tree Search and Deep Reinforcement Learning trained models. The game its a real-time strategy game built using Unity3D engine. | ca_CA |
| dc.format.extent | 103 p. | ca_CA |
| dc.format.mimetype | application/pdf | ca_CA |
| dc.language.iso | eng | ca_CA |
| dc.publisher | Universitat Jaume I | ca_CA |
| dc.rights | Atribución 4.0 Internacional | * |
| dc.rights.uri | http://creativecommons.org/licenses/by-sa/4.0/ | * |
| dc.subject | Grau en Disseny i Desenvolupament de Videojocs | ca_CA |
| dc.subject | Grado en Diseño y Desarrollo de Videojuegos | ca_CA |
| dc.subject | Bachelor's Degree in Video Game Design and Development | ca_CA |
| dc.subject | machine-learning | ca_CA |
| dc.subject | video games | ca_CA |
| dc.subject | adaptability | ca_CA |
| dc.subject | deep reinforcement learning | ca_CA |
| dc.subject | montecarlo tree search | ca_CA |
| dc.title | Use of machine learning techniques in videogames | ca_CA |
| dc.type | info:eu-repo/semantics/bachelorThesis | ca_CA |
| dc.educationLevel | Estudios de Grado | ca_CA |
| dc.rights.accessRights | info:eu-repo/semantics/openAccess | ca_CA |
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Grau en Disseny i Desenvolupament de Videojocs [262]
VJ1241
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