Digital twins in action : optimizing FuzbAI through simulation and modeling

Bošnak, Matevž (avtor), Andonovski, Goran (avtor), Škrjanc, Igor (avtor)

The FuzbAI system represents a fusion of traditional table football with advanced technology, incorporating computer vision, motion control mechanisms, and artificial intelligence algorithms to provide a new take of the human-machine interaction with the exciting gaming experience. This paper presents a short examination of the FuzbAI system, including its architecture, the development of a digital twin for simulation, and the organization of the FuzbAI competition. Initiated in 2019, the FuzbAI project aimed to attract students to electrical engineering while serving as a platform for testing various AI algorithms. Through the integration of cutting-edge components, FuzbAI offers an immersive gaming experience while preserving the essence of table football. The introduction of a digital twin facilitates rigorous algorithm testing, driving advancements in autonomous gaming. The FuzbAI competition, a showcase of talent and innovation, highlights the potential of AI in gaming. The competition results indicate that sim-to-real approach can be effective tool for simulation-based training and obtaining good performance of AI agents in real-world gaming environments.

• Jezik: Angleški jezik
• Ključne besede: digital twin, FuzbAI, automated table football
• Tipologija: 1.08 - Objavljeni znanstveni prispevek na konferenci
• Organizacija: FE - Fakulteta za elektrotehniko
• Status publikacije: Objavljeno
• Različica publikacije: Objavljena publikacija
• Leto izida: 2024
• Št. strani: 7 str.
• PID: 20.500.12556/RUL-169472
• UDK: 681.5
• ISSN pri članku: 2724-0029
• DOI: 10.46354/i3m.2024.emss.017
• COBISS.SI-ID: 236865283
• Datum objave v RUL: 29.05.2025

Gradivo je del zbornika

• Naslov: Proceedings of the 36th European Modeling & Simulation Symposium, EMSS
• COBISS.SI-ID: 236862467

Gradivo je del revije

• Naslov: The ...European modeling & simulation symposium
• Skrajšan naslov: Eur. modeling simul. symp.
• Založnik: Cal-Tek
• ISSN: 2724-0029
• COBISS.SI-ID: 30562051

Licence

• Licenca: CC BY-NC-ND 4.0, Creative Commons Priznanje avtorstva-Nekomercialno-Brez predelav 4.0 Mednarodna
• Povezava: http://creativecommons.org/licenses/by-nc-nd/4.0/deed.sl
• Opis: Najbolj omejujoča licenca Creative Commons. Uporabniki lahko prenesejo in delijo delo v nekomercialne namene in ga ne smejo uporabiti za nobene druge namene.

Sekundarni jezik

• Jezik: Slovenski jezik
• Ključne besede: digitalni dvojček, FuzbAI, avtomatiziran namizni nogomet