Implementacija namiznega nogometa v navidezni resničnosti

PEPELNJAK, LUKA (author), Marolt, Matija (mentor), Lesar, Žiga (co-mentor)

Ta diplomska naloga opisuje implementacijo igre namiznega nogometa v navidezni resničnosti ter izdelavo računalniškega nasprotnika s pomočjo strojnega učenja. Ločeno podrobneje opisuje proces izdelave navidezno-resničnostne igre, kot tudi postopek učenja nevronske mreže za igranje namiznega nogometa. Predstavlja glavna orodja in programske knjižnice, ki smo jih uporabili pri razvoju. Opisuje težave in postopek, kako smo jih odpravljali

• Language: Slovenian
• Keywords: navidezna resničnost, učenje z nagrajevanjem, razvoj videoiger
• Work type: Undergraduate thesis
• Organization: FE - Faculty of Electrical Engineering
• Year: 2023
• PID: 20.500.12556/RUL-150171
• COBISS.SI-ID: 168640003
• Publication date in RUL: 14.09.2023

Secondary language

• Language: English
• Title: Implementation of Table Football in Virtual Reality

Abstract

The thesis is about implementing a virtual reality game of table football and creation of a computer opponent for the game. The processes of virtual reality game development and utilizing reinforcement learning to create a neural network capable of acting as a table football opponent are detailed separately. The main tools and libraries utilized for development are described as well as the problems we encountered during development and our processes of solving these problems.

• Keywords: virtual reality, reinforcement learning, game development