Research output per year
Research output per year
Personal profile
Education/Academic qualification
Phd, Bayesian Partially Observable Reinforcement Learning, Northeastern University
2016 → 2023
Keywords
- Bayesian Reinforcement Learning
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Dive into the research topics where Sammie Katt is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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More Than Irrational : Modeling Belief-Biased Agents
Zhu, Y., Katt, S. & Kaski, S., 14 Mar 2026, Proceedings of the 40th AAAI Conference on Artificial Intelligence. AAAI Press, p. 29948-29956 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 35).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Abstraction for Bayesian Reinforcement Learning in Factored POMDPs
Starre, R. A. N., Katt, S., Çelikok, M. M., Loog, M. & Oliehoek, F. A., 2025, In: Transactions on Machine Learning Research. July-2025Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile63 Downloads (Pure)
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ERC ODD-ML: ODD-ML: Out-of-Distribution Deployable Machine Learning
Kaski, S. (Principal investigator), Fernandez Sanchez, D. (Project Member), Björkman, Z. (Project Member), Barabanshchikova, P. (Project Member), Tran, Q.-D. (Project Member), Hassan, C. (Project Member) & Katt, S. (Project Member)
01/01/2026 → 31/12/2030
Project: EU Horizon Europe ERC
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-: FCAI Flagship 2, 2025-2026, FCAI
Kaski, S. (Principal investigator), Varshney, S. (Project Member), Sinaga, M. (Project Member), Turkulainen, M. (Project Member), Gröhn, T. (Project Member), Müller, A. (Project Member), Zhao, G. (Project Member), Nikitin, A. (Project Member), Mentu, S. (Project Member), Pouplin, A. (Project Member), Kallioinen, N. (Project Member), Katt, S. (Project Member), Kujanpää, K. (Project Member), Kim, N. H. (Project Member), Zhang, L. (Project Member), Alakuijala, M. (Project Member), Huang, D. (Project Member), Shaw, E. (Project Member), John, T. (Project Member), Vali, M. H. (Project Member), RahimiNasab, Z. (Project Member), Saif, A. (Project Member), Martin, O. (Project Member), Riha, A. (Project Member), Karczewski, R. (Project Member) & Verma, Y. (Project Member)
01/01/2025 → 31/12/2026
Project: RCF Flagship
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-: FCAI Flagship 2
Kaski, S. (Principal investigator), Holanda De Souza Junior, A. (Project Member), Bharti, A. (Project Member), Carter, D. (Project Member), Zhu, S. (Project Member), Riha, A. (Project Member), Kallioinen, N. (Project Member), Smirnov, M. (Project Member), Sinaga, M. (Project Member), Nikitin, A. (Project Member), Sevilla Salcedo, C. (Project Member), Shaw, E. (Project Member), Kim, N. H. (Project Member), Gröhn, T. (Project Member), Varshney, S. (Project Member), Karczewski, R. (Project Member), Klasson, M. (Project Member), John, T. (Project Member), Pouplin, A. (Project Member), Zhao, G. (Project Member), Turkulainen, M. (Project Member), Alakuijala, M. (Project Member), Huang, D. (Project Member), RahimiNasab, Z. (Project Member), Kujanpää, K. (Project Member), Raj, V. (Project Member), Tiulpin, A. (Project Member), Katt, S. (Project Member), McGreavy, C. (Project Member), Dainese, N. (Project Member) & Müller, A. (Project Member)
01/09/2022 → 31/01/2026
Project: RCF Flagship