prikaz prve stranice dokumenta Optimiranje neuronskih mreža u računalnim igrama korištenjem evolucijskih algoritama
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undergraduate thesis
Optimiranje neuronskih mreža u računalnim igrama korištenjem evolucijskih algoritama
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. urn:nbn:hr:168:980953
Knežević, Marta
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Knežević, M. (2022). Optimiranje neuronskih mreža u računalnim igrama korištenjem evolucijskih algoritama (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:980953

Knežević, Marta. "Optimiranje neuronskih mreža u računalnim igrama korištenjem evolucijskih algoritama." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:980953

Knežević, Marta. "Optimiranje neuronskih mreža u računalnim igrama korištenjem evolucijskih algoritama." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:980953

Knežević, M. (2022). 'Optimiranje neuronskih mreža u računalnim igrama korištenjem evolucijskih algoritama', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 27 December 2024, https://urn.nsk.hr/urn:nbn:hr:168:980953

Knežević M. Optimiranje neuronskih mreža u računalnim igrama korištenjem evolucijskih algoritama [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2022 [cited 2024 December 27] Available at: https://urn.nsk.hr/urn:nbn:hr:168:980953

M. Knežević, "Optimiranje neuronskih mreža u računalnim igrama korištenjem evolucijskih algoritama", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2022. Available at: https://urn.nsk.hr/urn:nbn:hr:168:980953

Metadata
TitleOptimiranje neuronskih mreža u računalnim igrama korištenjem evolucijskih algoritama
Title (english)Optimisation of neural networks in computer games with evolutionary algorithms
AuthorMarta Knežević
MentorMarin Golub (mentor)
Committee memberMarin Golub (predsjednik povjerenstva)
Committee memberAntonio Močinić (član povjerenstva)
Committee memberEda Jovičić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2022-07-01, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu dan je uvid u primjenu neuroevolucije u računalnim igrama. Detaljno je opisan algoritam NEAT (NeuroEvolution of Augmenting Topologies) i principi na kojima se algoritam temelji. Kroz primjer izrade inteligentnih igrača i igranja jednostavnih računalnih igara prikazani su način korištenja i karakteristike evolucijskog algoritma NEAT pri kreiranju i treniranju neuronske mreže s ciljem optimalnog igranja računalne igre. Napravljen je pregled i analiza parametara genetskog algoritma te usporedba rezultata dobivenih izmjenama parametara genetskog algoritma.
Abstract (english)
This paper provides an insight into the application of neuroevolution in computer games. The NEAT (NeuroEvolution of Augmenting Topologies) algorithm and the principles on which the algorithm is based are described in detail. Usage and characteristics of the evolutionary algorithm NEAT in creating and training a neural network with the aim of optimal computer game play are presented by evolving intelligent agents and playing simple computer games. Additionally, an overview and analysis of the parameters of the genetic algorithm and a comparison of the results obtained by changes in the parameters of the genetic algorithm were made.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:980953
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 on2023-01-15 10:31:33