2 papers
cs.LG2025
Closing Gaps: An Imputation Analysis of ICU Vital Signs
Alisher Turubayev, Anna Shopova, Fabian Lange +6
As more Intensive Care Unit (ICU) data becomes available, the interest in developing clinical prediction models to improve healthcare protocols increases. However, the lack of data…
cs.AI2023
Hieros: Hierarchical Imagination on Structured State Space Sequence World Models
Paul Mattes, Rainer Schlosser, Ralf Herbrich
One of the biggest challenges to modern deep reinforcement learning (DRL) algorithms is sample efficiency. Many approaches learn a world model in order to train an agent entirely i…