Dvodimenzionalna akcijska igra u sustavu Unity s elementima umjetne inteligencije

undergraduate thesis

• Title (english): Two-dimensional action game in the Unity game engine with elements of artificial intelligence
• Author: Lucija Jež
• Mentor: Igor Mekterović (mentor)
• Committee member: Igor Mekterović (predsjednik povjerenstva)
• Committee member: Mario Brčić (član povjerenstva)
• Committee member: Petar Djerasimović (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2018-09-12, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

U ovom radu primijenjeni su elementi umjetne inteligencije na akcijsku 2D igru SpaceShooterGame ostvarenu pomoću alata Unity. Svemirski brod – agent pomoću neuronske mreže naučene genetskim algoritmom savladava zadatke izbjegavanja i gađanja asteroida. Teoretski dio rada bavi se problematikom umjetne neuronske mreže i genetskog algoritma, te primjene umjetne inteligencije u igrama, dok se praktični dio bavi podešavanjem parametara i praćenjem napretka u spomenutoj igri. Uspoređuje se učinak u igri čovjeka i „inteligentnog“ agenta.

Abstract (english)

In this work, the elements of artificial intelligence are applied to 2D action game SpaceShooterGame, achieved using the Unity tool. Spaceship - an agent, using the neural network trained by the genetic algorithm masters avoiding and shooting asteroids. The theoretical part of the work deals with the problem of artificial neural network and genetic algorithm, and application of artificial intelligence in games, while the practical part deals with setting parameters and monitoring progress in the game. It compares the gameplay efficiency of a human player and an "intelligent" agent.

• Keywords: Umjetna inteligencija; Igra; Umjetna neuronska mreža; Genetski algoritam; Unity
• Keywords (english): Artificial Intelligence; Game; Artificial Neural Network; Genetic Algorithm; Unity
• Language: croatian
• URN:NBN: urn:nbn:hr:168:046845
• Study programme: Title: 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 resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2019-03-13 21:14:04