Contrastive Learning for Imperfect Information Games
PhD defence, Johannes Kepler University Linz, November 2024
Talks
2024
Contrastive Learning for Imperfect Information Games
Invited talk, University of Würzburg, Germany
Efficiently Training Neural Networks for Imperfect Information Games by Sampling Information Sets
KI 2024 — 47th German Conference on Artificial Intelligence, Würzburg, Germany
Learning With Generalised Card Representations for “Magic: The Gathering”
IEEE Conference on Games 2024, Milan, Italy
Contrastive Learning for Imperfect Information Games
Poster, Austrian Computer Science Day, Vienna, Austria
2023
Weighting Information Sets with Siamese Neural Networks in Reconnaissance Blind Chess
IEEE Conference on Games 2023, Boston, USA
The Machine Reconnaissance Blind Chess Tournament of NeurIPS 2022
Workshop presentation (partial), NeurIPS 2022, virtual
2022
Supervised and Reinforcement Learning from Observations in Reconnaissance Blind Chess
IEEE Conference on Games 2022, virtual
Siamese Neural Networks for Magic: The Gathering and Reconnaissance Blind Chess
Invited presentation, LIT AI Lab, Linz, Austria
2021
A Comparison of Contextual and Non-Contextual Preference Ranking for Set Addition Problems
Poster, ICML 2021 SubsetML Workshop, virtual
Predicting Human Card Selection in Magic: The Gathering with Contextual Preference Ranking
IEEE Conference on Games 2021, virtual