Računalniški igralec za igro s kartami Hearthstone

ŽAGAR, ŽAN (avtor), Sadikov, Aleksander (mentor)

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.

• Jezik: Slovenski jezik
• Ključne besede: Monte Carlo Tree Search, teorija iger, hearthstone
• Vrsta gradiva: Diplomsko delo/naloga
• Tipologija: 2.11 - Diplomsko delo
• Organizacija: FRI - Fakulteta za računalništvo in informatiko
• Leto izida: 2020
• PID: 20.500.12556/RUL-115351
• COBISS.SI-ID: 12854019
• Datum objave v RUL: 23.04.2020

Sekundarni jezik

• Jezik: Angleški jezik
• Naslov: Computer player for Hearthstone card game

Izvleček

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.

• Ključne besede: Monte Carlo Tree Search, game theory, hearthstone