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Showing 1 to 3 of 3 for “"Piecewise deterministic Markov processes"”.
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Optimally Navigating a Piecewise-deterministic World
… various problems arising in optimal control of piecewise-deterministic Markov processes (PDMPs), with an emphasis on path planning problems where a randomly switching mode impacts the dynamics and optimization objective. We introduce two application-driven modeling frameworks, each formulated as …
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Exploring Probability Measures with Markov Processes
… where mathematical modelling is applied, a deterministic description of the system at hand is insufficient, and so it is useful to model systems as being in some way stochastic. This is often achieved by modeling the state of the system as being drawn from a probability measure, which is …