Rolf Starre

According to our database, Rolf Starre authored at least 6 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., July, 2025

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

2023

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

2022

An Analysis of Abstracted Model-Based Reinforcement Learning.

Rolf A. N. Starre, Marco Loog, Frans A. Oliehoek

CoRR, 2022

Model-Based Reinforcement Learning with State Abstraction: A Survey.

Rolf A. N. Starre, Marco Loog, Frans A. Oliehoek

Proceedings of the Artificial Intelligence and Machine Learning, 2022

2019

Influence-aware Memory for Deep Reinforcement Learning.

Miguel Suau, Elena Congeduti, Rolf Starre, Aleksander Czechowski, Frans A. Oliehoek

CoRR, 2019