Implementacija i analiza višeagentnog sustava kroz izradu igre u Unityju pomoću alata ML-Agents

master's thesis

• Title (english): Implementation and analysis of a multi-agent system through game creation in Unity using the ML-Agents toolkit
• Author: Emanuel Radotović
• Mentor: Bogdan Okreša Đurić (mentor); MBZ: 367114
• Committee member: Markus Schatten (član povjerenstva); MBZ: 291806
• Granter: University of Zagreb; Faculty of Organization and Informatics; (Department of Theoretical and Applied Foundations of Information Sciences); Varaždin
• Defense date and country: 2024-02-27, Croatia
• Scientific / art field, discipline and subdiscipline: SOCIAL SCIENCES; Information and Communication Sciences; Organization and Informatics

Abstract

Rad obrađuje višeagentne sustave, kao jedno od područja umjetne inteligencije, i njihove osnovne
značajke i primjere korištenja, s posebnim naglaskom na korištenje u domeni videoigara.
Nastavno, rad proučava mogućnosti i značajke primjene metoda umjetne inteligencije na domenu
videoigara, posebno korištenjem programskog alata Unity. Praktični dio rada uključuje
implementaciju i analizu odabranog sustava od više agenata pomoću alata ML-Agents u Unityju
te analizu specifičnosti koje to razvojno okruženje donosi.

• Keywords: unity; višeagentni sustav; multiagent system
• Language: croatian
• URN:NBN: urn:nbn:hr:211:996329
• Study programme: Title: Information and Programming Engineering; Study programme type: university; Study level: graduate; Academic / professional title: magistar/magistra informatike (magistar/magistra informatike)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Open access
• Created on: 2024-03-04 05:01:15