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master's thesis
Razvoj modela strojnog učenja koji igra video igru žanra platformer u alatima Unity i TensorFlow
Varaždin: University of Zagreb, Faculty of Organization and Informatics, 2022. urn:nbn:hr:211:449377
Alilović, Dario
University of Zagreb
Faculty of Organization and Informatics
Department of Theoretical and Applied Foundations of Information Sciences

Institutional repository: Faculty of Organization and Informatics - Digital Repository

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Alilović, D. (2022). Razvoj modela strojnog učenja koji igra video igru žanra platformer u alatima Unity i TensorFlow (Master's thesis). Varaždin: University of Zagreb, Faculty of Organization and Informatics. Retrieved from https://urn.nsk.hr/urn:nbn:hr:211:449377

Alilović, Dario. "Razvoj modela strojnog učenja koji igra video igru žanra platformer u alatima Unity i TensorFlow." Master's thesis, University of Zagreb, Faculty of Organization and Informatics, 2022. https://urn.nsk.hr/urn:nbn:hr:211:449377

Alilović, Dario. "Razvoj modela strojnog učenja koji igra video igru žanra platformer u alatima Unity i TensorFlow." Master's thesis, University of Zagreb, Faculty of Organization and Informatics, 2022. https://urn.nsk.hr/urn:nbn:hr:211:449377

Alilović, D. (2022). 'Razvoj modela strojnog učenja koji igra video igru žanra platformer u alatima Unity i TensorFlow', Master's thesis, University of Zagreb, Faculty of Organization and Informatics, accessed 28 June 2024, https://urn.nsk.hr/urn:nbn:hr:211:449377

Alilović D. Razvoj modela strojnog učenja koji igra video igru žanra platformer u alatima Unity i TensorFlow [Master's thesis]. Varaždin: University of Zagreb, Faculty of Organization and Informatics; 2022 [cited 2024 June 28] Available at: https://urn.nsk.hr/urn:nbn:hr:211:449377

D. Alilović, "Razvoj modela strojnog učenja koji igra video igru žanra platformer u alatima Unity i TensorFlow", Master's thesis, University of Zagreb, Faculty of Organization and Informatics, Varaždin, 2022. Available at: https://urn.nsk.hr/urn:nbn:hr:211:449377

Metadata
TitleRazvoj modela strojnog učenja koji igra video igru žanra platformer u alatima Unity i TensorFlow
Title (english)Developing a Machine Learning Model for Playing a Platformer Video Game in Unity and TensorFlow
AuthorDario Alilović
MentorBogdan Okreša Đurić (mentor)
MBZ: 367114
Committee memberMarkus Schatten (član povjerenstva)
MBZ: 291806
GranterUniversity of Zagreb
Faculty of Organization and Informatics
(Department of Theoretical and Applied Foundations of Information Sciences)
Varaždin
Defense date and country2022-09-26, Croatia
Scientific / art field,
discipline and subdiscipline		SOCIAL SCIENCES
Information and Communication Sciences
Organization and Informatics
Abstract
This thesis deals with game development and the use of artificial intelligence in the domain of video games, especially artificial neural networks. It covers some of the basics of game development in the Unity game engine, as well as some basics of machine learning and artificial intelligence. Basically, it follows the process of developing a platform game using the Unity game engine and applying a deep q learning algorithm, developed using the Python library TensorFlow, to teach the agent how to play said game. The thesis concludes that Unity is an excellent reinforcement learning tool since it provides a secure and modular environment in which agents can learn.
Keywords
Languagecroatian
URN:NBNurn:nbn:hr:211:449377
Study programmeTitle: Information and Programming Engineering
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra informatike (magistar/magistra informatike)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence Attribution 3.0 Unported (CC BY 3.0) icon
Created on2022-10-03 04:26:11