Research interests:

• reinforcement learning,
• multi-agent systems,
• swarm robotics,
• computer vision,
• AI in games.

 

Select publications:

• PUC, Jernej, SADIKOV, Aleksander. SiDeGame: An Online Benchmark Environment for Multi-Agent Reinforcement Learning. Information society: Proceedings of the 20th International Multiconference – IS 2021, Slovenian Conference on Artificial Intelligence. URL: https://is.ijs.si/wp-content/uploads/2021/10/IS2021_Volume_A-TEMP-2.pdf,
• PUC, Jernej. Medmrežno merilno okolje za večagentno spodbujevalno učenje: magistrsko delo. Repository of the University of Ljubljana. URL: https://repozitorij.uni-lj.si/IzpisGradiva.php?id=129594,
• ŽUMER, Gaja, PUC, Jernej, PODOBNIK, Janez, MUNIH, Marko. Daljinsko vodenje robota z inercijskimi merilnimi enotami. Proceedings of the Twenty-eighth International Electrotechnical and Computer Science Conference ERK 2019. URL: https://erk.fe.uni-lj.si/2019/ERK19.pdf,
• PUC, Jernej, PODOBNIK, Janez, MUNIH, Marko. Kalibracija inercijskih merilnih enot brez dodatne merilne opreme. Proceedings of the Twenty-seventh International Electrotechnical and Computer Science Conference ERK 2018. URL: https://www.dlib.si/details/URN:NBN:SI:doc-97A0A97K.

 

Informal publications:

• PUC, Jernej. Area Monitoring – Homogeneity Marker. Sentinel Hub Blog: Medium. URL: https://medium.com/sentinel-hub/area-monitoring-homogeneity-marker-742047b834dc,
• PUC, Jernej. Semi-supervised learning in satellite image classification. Sentinel Hub Blog: Medium. URL: https://medium.com/sentinel-hub/semi-supervised-learning-in-satellite-image-classification-e0874a76fc61,
• PUC, Jernej, ŽUST, Lojze. On cloud detection with multi-temporal data. Sentinel Hub Blog: Medium. URL: https://medium.com/sentinel-hub/on-cloud-detection-with-multi-temporal-data-f64f9b8d59e5.