Influence-aware Memory for Deep Reinforcement Learning. - Miguel Suau; Elena Congeduti; Rolf Starre; Aleksander Czechowski; Frans A. Oliehoek (CoRR, 2019)

Model-Based Reinforcement Learning with State Abstraction: A Survey. - Rolf A. N. Starre; Marco Loog; Frans A. Oliehoek (BNAIC/BENELEARN, 2022)

An Analysis of Abstracted Model-Based Reinforcement Learning. - Rolf A. N. Starre; Marco Loog; Frans A. Oliehoek (CoRR, 2022)

An Analysis of Model-Based Reinforcement Learning From Abstracted Observations. - Rolf A. N. Starre; Marco Loog; Elena Congeduti; Frans A. Oliehoek (Trans. Mach. Learn. Res., 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)

Influence-aware memory architectures for deep reinforcement learning in POMDPs. - Miguel Suau; Jinke He; Elena Congeduti; Rolf A. N. Starre; Aleksander Czechowski; Frans A. Oliehoek (Neural Comput. Appl., 2025)