26 citations · 31 across the 3 of their papers we have counts for
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cs.LG2025
Online Identification of IT Systems through Active Causal Learning
Kim Hammar, Rolf Stadler
Identifying a causal model of an IT system is fundamental to many branches of systems engineering and operation. Such a model can be used to predict the effects of control actions,…
cs.LG2022★ 5 cited
Learning Security Strategies through Game Play and Optimal Stopping
Kim Hammar, Rolf Stadler
We study automated intrusion prevention using reinforcement learning. Following a novel approach, we formulate the interaction between an attacker and a defender as an optimal stop…