24 citations · 52 across the 10 of their papers we have counts for
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cs.LG2022★ 1 cited
Causal Entropy Optimization
Nicola Branchini, Virginia Aglietti, Neil Dhir +1
We study the problem of globally optimizing the causal effect on a target variable of an unknown causal graph in which interventions can be performed. This problem arises in many a…
cs.CR2022★ 18 cited
Developing Optimal Causal Cyber-Defence Agents via Cyber Security Simulation
Alex Andrew, Sam Spillard, Joshua Collyer +1
In this paper we explore cyber security defence, through the unification of a novel cyber security simulator with models for (causal) decision-making through optimisation. Particul…