Probability · Mathematics
Quantitative model-checking of controlled discrete-time Markov processes
Ilya Tkachev, Alexandru Mereacre, Joost-Pieter Katoen, Alessandro Abate
2014-07-22
Logic in Computer Science · Computer Science
On the Complexity of Reachability in Parametric Markov Decision Processes
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2019-04-03
Statistics Theory · Mathematics
Piecewise deterministic Markov process - recent results
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2013-09-25
Logic in Computer Science · Computer Science
The Complexity of Reachability in Parametric Markov Decision Processes
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2020-09-29
Logic in Computer Science · Computer Science
Efficient Probabilistic Model Checking for Relational Reachability (Extended Version)
Lina Gerlach, Tobias Winkler, Erika Ábrahám, Borzoo Bonakdarpour +1
2025-05-26
Machine Learning · Statistics
Piecewise Deterministic Markov Processes for Bayesian Neural Networks
Ethan Goan, Dimitri Perrin, Kerrie Mengersen, Clinton Fookes
2026-04-07
Statistics Theory · Mathematics
PDMP Monte Carlo methods for piecewise-smooth densities
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2021-11-12
Optimization and Control · Mathematics
Quantifying and managing uncertainty in piecewise-deterministic Markov processes
Elliot Cartee, Antonio Farah, April Nellis, Jacob van Hook +1
2023-02-27
Methodology · Statistics
Bridging Impulse Control of Piecewise Deterministic Markov Processes and Markov Decision Processes: Frameworks, Extensions, and Open Challenges
Alice Cleynen, Benoîte de Saporta, Orlane Rossini, Régis Sabbadin +1
2025-04-15
Systems and Control · Electrical Eng. & Systems
Anytime Guarantees for Reachability in Uncountable Markov Decision Processes
Kush Grover, Jan Křetínský, Tobias Meggendorfer, Maximilian Weininger
2022-07-13
Logic in Computer Science · Computer Science
Parameter-Independent Strategies for pMDPs via POMDPs
Sebastian Arming, Ezio Bartocci, Krishnendu Chatterjee, Joost-Pieter Katoen +1
2018-06-14
Probability · Mathematics
Limit theorems for infinite-dimensional piecewise deterministic Markov processes. Applications to stochastic excitable membrane models
Martin G. Riedler, Michèle Thieullen, Gilles Wainrib
2012-04-13
Probability · Mathematics
Probabilistic and Piecewise Deterministic models in Biology
Bertrand Cloez, Renaud Dessalles, Alexandre Genadot, Florent Malrieu +2
2018-08-01
Probability · Mathematics
Convergence of stochastic gene networks to hybrid piecewise deterministic processes
Alina Crudu, Arnaud Debussche, Aurélie Muller, Ovidiu Radulescu
2011-01-10
Logic in Computer Science · Computer Science
Verification of Markov Decision Processes using Learning Algorithms
Tomáš Brázdil, Krishnendu Chatterjee, Martin Chmelík, Vojtěch Forejt +4
2015-03-31