Overview of Artificial Intelligence Approaches in Video Games

PRODANOV, JOVAN (author), Jaklič, Aleš (mentor)

The thesis will present different ways of using artificial intelligence in computer games with an emphasis on a tool that uses deep reinforcement learning. We will go deep into the rabbit hole that is game AI and try to understand years of research. The whole history of game AI will not be covered, but it will be enough to figure out what it means.

• Language: English
• Keywords: video game, artificial intelligence, approaches, training
• Work type: Bachelor thesis/paper
• Typology: 2.11 - Undergraduate Thesis
• Organization: FRI - Faculty of Computer and Information Science
• Year: 2022
• PID: 20.500.12556/RUL-140241
• COBISS.SI-ID: 121644803
• Publication date in RUL: 13.09.2022

Secondary language

• Language: Slovenian
• Title: Pregled metod umetne inteligence v video igrah

Abstract

V diplomski nalogi bodo predstavljeni različni načini uporabe umetne inteligence v računalniških igrah s poudarkom na orodju, ki uporablja globoko spodbujevano učenje. Poglobili se bomo v zajčjo luknjo, ki je umetna inteligenca iger in poskušali razumeti leta raziskav. Celotne zgodovine umetne inteligence iger ne bomo zajeli, vendar bo dovolj da ugotovimo kaj pomeni.

• Keywords: video igra, umetna inteligenca, pristopi, treniranje