prikaz prve stranice dokumenta Igranje igre 2048 korištenjem neuronskih mreža
No public access
undergraduate thesis
Igranje igre 2048 korištenjem neuronskih mreža
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. urn:nbn:hr:168:487220
Orešković, Krešo
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Orešković, K. (2023). Igranje igre 2048 korištenjem neuronskih mreža (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:487220

Orešković, Krešo. "Igranje igre 2048 korištenjem neuronskih mreža." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:487220

Orešković, Krešo. "Igranje igre 2048 korištenjem neuronskih mreža." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:487220

Orešković, K. (2023). 'Igranje igre 2048 korištenjem neuronskih mreža', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 30 June 2024, https://urn.nsk.hr/urn:nbn:hr:168:487220

Orešković K. Igranje igre 2048 korištenjem neuronskih mreža [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2023 [cited 2024 June 30] Available at: https://urn.nsk.hr/urn:nbn:hr:168:487220

K. Orešković, "Igranje igre 2048 korištenjem neuronskih mreža", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:168:487220

Metadata
TitleIgranje igre 2048 korištenjem neuronskih mreža
Title (english)Playing the 2048 game using neural networks
AuthorKrešo Orešković
MentorMarko Đurasević (mentor)
Committee memberMarko Đurasević (predsjednik povjerenstva)
Committee memberNikolina Frid (član povjerenstva)
Committee memberJosip Šarić (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 fokusira na korištenje genetskog algoritma za treniranje neuronske mreže za igranje popularne igre 2048. Genetski algoritam koristi prirodnu selekciju, križanje i mutaciju kako bi generirao nove generacije mreža koje su sve bolje u igranju igre. Kroz iterativni proces, mreže uče strategije i pravila igre koje su potrebne za postizanje visokih bodova. Nakon što je mreža trenirana, testira se njezina sposobnost igranja igre i ocjenjuje se njezin uspjeh u usporedbi s drugim metodama igranja. Rezultati projekta pokazuju da genetski algoritam može biti uspješan u treniranju neuronske mreže za igranje 2048 igre.
Abstract (english)
The project focuses on using a genetic algorithm to train a neural network to play the popular game 2048. The genetic algorithm employs natural selection, crossover, and mutation to generate new generations of networks that get progressively better at playing the game. Through an iterative process, the networks learn strategies and rules of the game that are necessary to achieve high scores. Once the network is trained, its ability to play the game is tested, and its performance is evaluated in comparison to other playing methods. The project's results demonstrate that the genetic algorithm can be successful in training a neural network to play the 2048 game.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:487220
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
Access conditionsClosed access
Terms of useLicence In copyright icon
Public note
Created on2023-07-13 10:24:52