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undergraduate thesis
Razvoj inteligentnog računalnog igrača
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. urn:nbn:hr:168:446787
Kopačević, Mateo
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Kopačević, M. (2024). Razvoj inteligentnog računalnog igrača (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:446787

Kopačević, Mateo. "Razvoj inteligentnog računalnog igrača." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:446787

Kopačević, Mateo. "Razvoj inteligentnog računalnog igrača." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2024. https://urn.nsk.hr/urn:nbn:hr:168:446787

Kopačević, M. (2024). 'Razvoj inteligentnog računalnog igrača', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 27 December 2024, https://urn.nsk.hr/urn:nbn:hr:168:446787

Kopačević M. Razvoj inteligentnog računalnog igrača [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2024 [cited 2024 December 27] Available at: https://urn.nsk.hr/urn:nbn:hr:168:446787

M. Kopačević, "Razvoj inteligentnog računalnog igrača", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:168:446787

Metadata
TitleRazvoj inteligentnog računalnog igrača
Title (english)Intelligent Computer-based Game Player Development
AuthorMateo Kopačević
MentorMarko Čupić (mentor)
Committee memberMarko Čupić (predsjednik povjerenstva)
Committee memberHrvoje Nuić (član povjerenstva)
Committee memberStjepan Požgaj (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2024-09-12, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Razvoj inteligentnog računalnog igrača za igru "Cubius" predstavlja izazovan zadatak koji zahtijeva napredne tehnike umjetne inteligencije. U ovom radu istraženi su i implementirani neuronske mreže i genetski algoritmi kako bi se stvorio autonomni igrač sposoban za navigaciju kroz složene situacije igre. Neuronske mreže omogućile su igraču učenje iz iskustva i prilagodbu akcija temeljem povratnih informacija, dok su genetski algoritmi omogućili evoluciju i optimizaciju strategija. Kombinacija ovih pristupa rezultirala je inteligentnim igračem s visokom razinom uspješnosti. Ovaj rad doprinosi razumijevanju i primjeni umjetne inteligencije u razvoju računalnih igrača i otvara nove mogućnosti za daljnja istraživanja.
Abstract (english)
The development of an intelligent computer player for "Cubius" is a challenging task requiring advanced artificial intelligence techniques. This paper explores and implements neural networks and genetic algorithms to create an autonomous player capable of navigating through complex game situations. Neural networks enabled the player to learn from experience and adapt actions based on feedback, while genetic algorithms allowed for the evolution and optimization of strategies. The combination of these approaches resulted in a highly successful intelligent player. This work contributes to the understanding and application of artificial intelligence in the development of computer players and opens new possibilities for further research.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:446787
Study programmeTitle: Computing
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2024-10-12 21:07:09