62 citations · 75 across the 12 of their papers we have counts for
3 papers · 2 filters
Counterfactual Strategies for Markov Decision Processes
Paul Kobialka, Lina Gerlach, Francesco Leofante +3
Counterfactuals are widely used in AI to explain how minimal changes to a model's input can lead to a different output. However, established methods for computing counterfactuals t…
BedreFlyt: Improving Patient Flows through Hospital Wards with Digital Twins
Riccardo Sieve, Paul Kobialka, Laura Slaughter +3
Digital twins are emerging as a valuable tool for short-term decision-making as well as for long-term strategic planning across numerous domains, including process industry, energy…
ROSA: A Knowledge-based Solution for Robot Self-Adaptation
Gustavo Rezende Silva, Juliane Päßler, S. Lizeth Tapia Tarifa +2
Autonomous robots must operate in diverse environments and handle multiple tasks despite uncertainties. This creates challenges in designing software architectures and task decisio…