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Filtered Poisson Process Bandit on a Continuum
We consider a version of the continuum armed bandit where an action induces a filtered realisation of a non-homogeneous Poisson process.
Adaptive Policies for Perimeter Surveillance Problems
Maximising the detection of intrusions is a fundamental and often critical aim of perimeter surveillance.
Combinatorial Multi-Armed Bandits with Filtered Feedback
Motivated by problems in search and detection we present a solution to a Combinatorial Multi-Armed Bandit (CMAB) problem with both heavy-tailed reward distributions and a new class of feedback, filtered semibandit feedback.
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