prikaz prve stranice dokumenta Razvoj agenta za igru Othello
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undergraduate thesis
Razvoj agenta za igru Othello
2023. urn:nbn:hr:168:497658
Milinović, Ivan
University of Zagreb
Faculty of Electrical Engineering and Computing

Cite this document

Milinović, I. (2023). Razvoj agenta za igru Othello (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:497658

Milinović, Ivan. "Razvoj agenta za igru Othello." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:497658

Milinović, Ivan. "Razvoj agenta za igru Othello." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:497658

Milinović, I. (2023). 'Razvoj agenta za igru Othello', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 10 July 2024, https://urn.nsk.hr/urn:nbn:hr:168:497658

Milinović I. Razvoj agenta za igru Othello [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2023 [cited 2024 July 10] Available at: https://urn.nsk.hr/urn:nbn:hr:168:497658

I. Milinović, "Razvoj agenta za igru Othello", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:168:497658

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Metadata
TitleRazvoj agenta za igru Othello
Title (english)Development of an agent for the Othello game
AuthorIvan Milinović
MentorMarko Đurasević (mentor)
Committee memberMarko Đurasević (predsjednik povjerenstva)
Committee memberNikolina Frid (član povjerenstva)
Committee memberFilip Karlo Došilović (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2023-07-06, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Rad se bavi izradom agenta za igru Othello. Agent je implementiran korištenjem algoritma minimax i alfa-beta podrezivanja. Kao heuristička funkcija korištena je neuronska mreža trenirana genetskim algoritmom. Modeli su trenirani igranjem međusobno. Kao procjena koliko je model dobar odigran je velik broj partija protiv agenta koji igra nasumične poteze. Razvijena su dva modela različite kompleksnosti od kojih je jednostavniji pokazao malo bolje rezultate.
Abstract (english)
This work deals with creating an agent for the game Othello. The agent is implemented using the minimax algorithm and alpha-beta pruning. A neural network trained with a genetic algorithm was used as a heuristic function. The models were trained playing versus themselves. To evaluate how good a model performs a large number of games were played versus an agent that moves randomly. As a result two models of different complexities were developed where the simpler one performed a bit better.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:497658
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 on2023-07-13 10:22:16