7 citations · 19 across the 11 of their papers we have counts for
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math.NA2024
Adaptive planning for risk-aware predictive digital twins
Marco Tezzele, Steven Carr, Ufuk Topcu +1
This work proposes a mathematical framework to increase the robustness to rare events of digital twins modelled with graphical models. We incorporate probabilistic model-checking a…
cs.AI2024★ 1 cited
Pessimistic Iterative Planning with RNNs for Robust POMDPs
Maris F. L. Galesloot, Marnix Suilen, Thiago D. Simão +4
Robust POMDPs extend classical POMDPs to incorporate model uncertainty using so-called uncertainty sets on the transition and observation functions, effectively defining ranges of…