34 citations · 43 across the 9 of their papers we have counts for
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math.PR2017
On the expected total reward with unbounded returns for Markov decision processes
François Dufour, Alexandre Genadot
We consider a discrete-time Markov decision process with Borel state and action spaces. The performance criterion is to maximize a total expected {utility determined by unbounded r…
math.PR2017★ 34 cited
Probabilistic and Piecewise Deterministic models in Biology
Bertrand Cloez, Renaud Dessalles, Alexandre Genadot +3
We present recent results on Piecewise Deterministic Markov Processes (PDMPs), involved in biological modeling. PDMPs, first introduced in the probabilistic literature by Davis (19…
stat.ME2017★ 1 cited
Estimation of the average number of continuous crossings for non-stationary non-diffusion processes
Romain Azaïs, Alexandre Genadot
Assume that you observe trajectories of a non-diffusive non-stationary process and that you are interested in the average number of times where the process crosses some threshold (…