Anytime versus Real-Time Heuristic Search for On-Line Planning. - Bence Cserna; Mike Bogochow; Stephen Chambers; Michaela Tremblay; Sammie Katt; Wheeler Ruml (SOCS, 2016)

Learning in POMDPs with Monte Carlo Tree Search. - Sammie Katt; Frans A. Oliehoek; Christopher Amato (ICML, 2017)

Bayesian Reinforcement Learning in Factored POMDPs. - Sammie Katt; Frans A. Oliehoek; Christopher Amato (AAMAS, 2019)

Bayesian RL in Factored POMDPs. - Sammie Katt; Frans A. Oliehoek; Chris Amato (BNAIC/BENELEARN, 2019)

Online Planning for Target Object Search in Clutter under Partial Observability. - Yuchen Xiao; Sammie Katt; Andreas ten Pas; Shengjian Chen; Christopher Amato (ICRA, 2019)

Removing Dynamic Objects for Static Scene Reconstruction using Light Fields. - Pushyami Kaveti; Sammie Katt; Hanumant Singh (CoRR, 2020)

BADDr: Bayes-Adaptive Deep Dropout RL for POMDPs. - Sammie Katt; Hai Nguyen 001; Frans A. Oliehoek; Christopher Amato (AAMAS, 2022)

On-Robot Bayesian Reinforcement Learning for POMDPs. - Hai Nguyen 001; Sammie Katt; Yuchen Xiao; Christopher Amato (IROS, 2023)

Abstraction for Bayesian Reinforcement Learning in Factored POMDPs. - Rolf A. N. Starre; Sammie Katt; Mustafa Mert Çelikok; Marco Loog; Frans A. Oliehoek (Trans. Mach. Learn. Res., 2025)