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
Fingerprint
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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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 AccessFile17 Downloads (Pure) -
More Than Irrational : Modeling Belief-Biased Agents
Zhu, Y., Katt, S. & Kaski, S., 15 Nov 2025, (Accepted/In press) 40th Annual AAAI Conference on Artificial Intelligence (AAAI 2026). Association for the Advancement of Artificial IntelligenceResearch output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Projects
- 2 Active
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-: FCAI Flagship 2, 2025-2026, FCAI
Kaski, S. (Principal investigator), Hämäläinen, J. (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)
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 → 31/12/2026
Project: RCF Flagship