publications

2025

1. 

   A Cognitively Plausible Visual Working Memory Model

   Anna Penzkofer, Michael Furlong , Chris Eliasmith , and Andreas Bulling

   In The 47th Annual Meeting of the Cognitive Science Society (CogSci) , 2025

   Bib PDF Code Poster Website

   @inproceedings{penzkofer25_cogsci,
     title = {A {Cognitively} {Plausible} {Visual} {Working} {Memory} {Model}},
     booktitle = {The 47th {Annual} {Meeting} of the {Cognitive} {Science} {Society} (CogSci)},
     author = {Penzkofer, Anna and Furlong, Michael and Eliasmith, Chris and Bulling, Andreas},
     year = {2025},
     pages = {1-6},
     google_scholar_id = {maZDTaKrznsC},
     doi = {https://escholarship.org/uc/item/3928d5s4}
   }

2024

1. 

   VSA4VQA: Scaling A Vector Symbolic Architecture To Visual Question Answering on Natural Images

   Anna Penzkofer, Lei Shi, and Andreas Bulling

   In Proc. 46th Annual Meeting of the Cognitive Science Society (CogSci) , 2024

   Bib PDF Code Website

   @inproceedings{penzkofer2024vsa4vqa,
     title = {VSA4VQA: Scaling A Vector Symbolic Architecture To Visual Question Answering on Natural Images},
     author = {Penzkofer, Anna and Shi, Lei and Bulling, Andreas},
     booktitle = {Proc. 46th Annual Meeting of the Cognitive Science Society (CogSci)},
     year = {2024},
     google_scholar_id = {TFP_iSt0sucC},
   }

2. 

   MultiMediate’24: Multi-Domain Engagement Estimation

   Philipp Müller , Michal Balazia , Tobias Baur , Michael Dietz , Alexander Heimerl , Anna Penzkofer, Dominik Schiller , François Brémond , Jan Alexandersson , Elisabeth André , and Andreas Bulling

   2024

   PDF

3. 

   The Overcooked Generalisation Challenge

   Constantin Ruhdorfer, Matteo Bortoletto, Anna Penzkofer, and Andreas Bulling

   2024

   PDF Code Website

4. 

   Int-HRL: towards intention-based hierarchical reinforcement learning

   Anna Penzkofer, Simon Schaefer , Florian Strohm , Mihai Bâce , Stefan Leutenegger , and Andreas Bulling

   Neural Computing and Applications, Dec 2024

   Bib PDF Website

   @article{penzkofer24_ncaa,
     title = {Int-{HRL}: towards intention-based hierarchical reinforcement learning},
     issn = {1433-3058},
     shorttitle = {Int-{HRL}},
     url = {https://doi.org/10.1007/s00521-024-10596-2},
     doi = {10.1007/s00521-024-10596-2},
     journal = {Neural Computing and Applications},
     author = {Penzkofer, Anna and Schaefer, Simon and Strohm, Florian and Bâce, Mihai and Leutenegger, Stefan and Bulling, Andreas},
     month = dec,
     year = {2024},
     volume = {36},
     google_scholar_id = {R3hNpaxXUhUC},
     keywords = {Eye Gaze, Artificial Intelligence, Hierarchical Reinforcement Learning, Intention Prediction, Montezuma’s Revenge, Sub-goal Extraction}
   }

2023

1. 

   Int-HRL: Towards Intention-based Hierarchical Reinforcement Learning

   Anna Penzkofer, Simon Schaefer , Florian Strohm , Mihai Bâce , Stefan Leutenegger , and Andreas Bulling

   Adaptive and Learning Agents Workshop (ALA), Dec 2023

   Bib HTML PDF

   @article{penzkofer2023int,
     title = {Int-HRL: Towards Intention-based Hierarchical Reinforcement Learning},
     author = {Penzkofer, Anna and Schaefer, Simon and Strohm, Florian and B{\^a}ce, Mihai and Leutenegger, Stefan and Bulling, Andreas},
     journal = {Adaptive and Learning Agents Workshop (ALA)},
     year = {2023},
     google_scholar_id = {R3hNpaxXUhUC},
   }

2021

1. 

   Conan: A usable tool for multimodal conversation analysis

   Anna Penzkofer, Philipp Müller , Felix Bühler , Sven Mayer, and Andreas Bulling

   In Proceedings of the 2021 International Conference on Multimodal Interaction , Dec 2021

   Bib PDF Code Website

   @inproceedings{penzkofer2021conan,
     title = {Conan: A usable tool for multimodal conversation analysis},
     author = {Penzkofer, Anna and M{\"u}ller, Philipp and B{\"u}hler, Felix and Mayer, Sven and Bulling, Andreas},
     booktitle = {Proceedings of the 2021 International Conference on Multimodal Interaction},
     pages = {341--351},
     year = {2021},
     url = {https://doi.org/10.1145/3462244.3479886},
     google_scholar_id = {-f6ydRqryjwC},
   }