Original title: Strategická hra s neurčitostí založená na deskové hře Scotland Yard
Translated title: A Strategy Game with Uncertainty Based on the Board Game Scotland Yard
Authors: Husa, Rostislav ; Janoušek, Vladimír (referee) ; Zbořil, František (advisor)
Document type: Master’s theses
Year: 2022
Language: cze
Publisher: Vysoké učení technické v Brně. Fakulta informačních technologií
Abstract: [cze] [eng]
Tato práce řeší implementaci vlastní hry na principu her typu Scotland Yard. Součástí je několik verzí umělé inteligence pro obě strany hry s využitím strojového učení. Především neuronové sítě a Monte Carlo Tree Search. Obě jsou vyzkoušeny v několika variantách a porovnány vůči sobě navzájem. The subject of this thesis is creation of custom game using same principles as the game of Scotland Yard. Realization is including few versions of artificial intelligence for each player of the game using machine learning. Most importantly neural net and Monte Carlo Tree Search. Both are tested in several variants and compared against each other.
Keywords: artifical intelligence; board games; deep neural nets; games with uncertainty; machine learning; MCTS; Monte Carlo Tree Search; Scotland Yard; strategy games; hluboké neuronové sítě; hry s neurčitost; MCTS; Monte Carlo Tree Search; Scotland Yard; stolní hry; strategické hry; strojové učení; umělá inteligence

Institution: Brno University of Technology (web)
Document availability information: Fulltext is available in the Brno University of Technology Digital Library.
Original record: http://hdl.handle.net/11012/207460

Permalink: http://www.nusl.cz/ntk/nusl-576348


The record appears in these collections:
Universities and colleges > Public universities > Brno University of Technology
Academic theses (ETDs) > Master’s theses