Računalniški igralec za igro s kartami Hearthstone

diplomsko delo

Žan Žagar (Author), Aleksander Sadikov (Mentor)

Abstract

V sklopu diplomskega dela je bil izdelan program za igranje digitalne igre s kartami med računalniškim nasprotnikom in uporabnikom. Program uporablja MCTS za izbiranje možnih potez v igri. Izdelan je v programskem jeziku python in uporablja Fireplace simulator za ogrodje igre, s popolnoma implementiranimi pravili in omejitvami igre. Programu je bil dodan uporabniški vmesnik za igranje igre proti MCTS prek ukazne vrstice. Preverjali smo delovanje in uspeh programa v različnih verzijah pri igranju proti računalniku in igranju proti človeškemu nasprotniku.

Keywords

Monte Carlo Tree Search;teorija iger;igra Hearthstone;računalništvo;računalništvo in informatika;visokošolski strokovni študij;diplomske naloge;

Data

Language:	Slovenian
Year of publishing:	2020
Typology:	2.11 - Undergraduate Thesis
Organization:	UL FRI - Faculty of Computer and Information Science
Publisher:	[Ž. Žagar]
UDC:	004.89(043.2)
COBISS:	12854019
Views:	829
Downloads:	142
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	Computer player for Hearthstone card game
Secondary abstract:	As part of the thesis, a program for playing a digital card game between a computer opponent and a user was created. The AI uses MCTS to select moves in the game. It is written in python and uses the Fireplace simulator for the game object framework, with fully implemented game rules and restrictions. A user interface was added for players to play versus the AI via the command line. We tested the performance and success of the program in various versions when playing against a computer and playing against a human opponent.
Secondary keywords:	Monte Carlo Tree Search;game theory;hearthstone;
Type (COBISS):	Bachelor thesis/paper
Study programme:	1000470
Embargo end date (OpenAIRE):	1970-01-01
Thesis comment:	Univ. v Ljubljani, Fak. za računalništvo in informatiko
Pages:	35 str.
ID:	11582827