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Inductive Synthesis for Probabilistic Programs Reaches New Horizons

This paper presents a novel method for the automated synthesis of probabilistic programs. The starting point is a program sketch representing a finite family of finite-state Markov chains with related but distinct topologies, and a reachability specification. The method builds on a novel inductive o...

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Veröffentlicht in:Tools and Algorithms for the Construction and Analysis of Systems
Hauptverfasser: Andriushchenko, Roman, Češka, Milan, Junges, Sebastian, Katoen, Joost-Pieter
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2021
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7979219/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-72016-2_11
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