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Biography

Matteo Bortoletto is a PhD student in the Perceptual User Interfaces group since February 2022. He holds a Bachelor’s degree in Physics and a Master’s degree in Physics of Data from the University of Padua. His research interests include reinforcement learning, multi-agent systems and machine theory of mind.


Open Thesis Projects

 
Learning About Agents Using Graph TransformersBachelor/Master
 
Theory of Mind in Object-context ScenariosBachelor/Master
 
Inferring Other Agents' Goal in Collaborative Environments Using GraphsBachelor
 
Improving Common-Sense Reasoning Tasks with a Cognitive Model of Human Visual AttentionMaster

Teaching

2022
Machine Perception and Learning (Tutor) (summer)Master
 
Machine Perception and Learning (Tutor) (winter)Master

Publications

  1. Exploring Natural Language Processing Methods for Interactive Behaviour Modelling

    Exploring Natural Language Processing Methods for Interactive Behaviour Modelling

    Guanhua Zhang, Matteo Bortoletto, Zhiming Hu, Lei Shi, Mihai Bâce, Andreas Bulling

    Proc. IFIP TC13 Conference on Human-Computer Interaction (INTERACT), pp. 1–22, 2023.

    Abstract Links BibTeX Project

  2. Improving Neural Saliency Prediction with a Cognitive Model of Human Visual Attention

    Improving Neural Saliency Prediction with a Cognitive Model of Human Visual Attention

    Ekta Sood, Lei Shi, Matteo Bortoletto, Yao Wang, Philipp Müller, Andreas Bulling

    Proc. the 45th Annual Meeting of the Cognitive Science Society (CogSci), pp. 1–8, 2023.

    Abstract Links BibTeX Project