Thesis Details

Řízení entit ve strategické hře založené na multiagentních systémech

Master's Thesis Student: Knapek Petr Academic Year: 2018/2019 Supervisor: Zbořil František, doc. Ing., Ph.D.
English title
Strategic Game Based on Multiagent Systems
Language
Czech
Abstract

This thesis is focused on designing and implementing system, that adds learning and planning capabilities to agents designed for playing real-time strategy games like StarCraft. It will explain problems of controlling game entities and bots by computer and introduce some often used solutions. Based on analysis, a new system has been designed and implemented. It uses multi-agent systems to control the game, utilizes machine learning methods and is capable of overcoming oponents and adapting to new challenges.

Keywords

Stratic games, RTS, artificial intelligence, AI, machine learning, reinforcement lerning, neural networks, Q-learning, agent systems, decision-making and planning, StarCraft, bot

Department
Department of Intelligent Systems FIT BUT
Degree Programme
Information Technology, Field of Study Intelligent Systems
Files
Status
defended, grade B
Date
18 June 2019
Reviewer
Kočí Radek, Ing., Ph.D.
Committee
Zbořil František V., doc. Ing., CSc. (DITS FIT BUT), předseda
Beran Vítězslav, doc. Ing., Ph.D. (DCGM FIT BUT), člen
Grézl František, Ing., Ph.D. (DCGM FIT BUT), člen
Janoušek Jan, doc. Ing., Ph.D. (FIT CTU), člen
Peringer Petr, Dr. Ing. (DITS FIT BUT), člen
Rogalewicz Adam, doc. Mgr., Ph.D. (DITS FIT BUT), člen
Citation
KNAPEK, Petr. Řízení entit ve strategické hře založené na multiagentních systémech. Brno, 2019. Master's Thesis. Brno University of Technology, Faculty of Information Technology. 2019-06-18. Supervised by Zbořil František. Available from: https://www.fit.vut.cz/study/thesis/21839/
BibTeX 
@mastersthesis{FITMT21839,
    author = "Petr Knapek",
    type = "Master's thesis",
    title = "\v{R}\'{i}zen\'{i} entit ve strategick\'{e} h\v{r}e zalo\v{z}en\'{e} na multiagentn\'{i}ch syst\'{e}mech",
    school = "Brno University of Technology, Faculty of Information Technology",
    year = 2019,
    location = "Brno, CZ",
    language = "czech",
    url = "https://www.fit.vut.cz/study/thesis/21839/"
}

Theses

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