Probabilistic Answer Set Programming with Discrete and Continuous Random Variables

Probabilistic Answer Set Programming under the credal semantics (PASP) extends Answer Set Programming with probabilistic facts that represent uncertain information. The probabilistic facts are discrete with Bernoulli distributions. However, several real-world scenarios require a combination of both...

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Veröffentlicht in:	arXiv.org
Hauptverfasser:	Azzolini, Damiano, Riguzzi, Fabrizio
Format:	Paper
Sprache:	Englisch
Veröffentlicht:	Ithaca Cornell University Library, arXiv.org 30.09.2024
Schlagworte:	Algorithms Continuity (mathematics) Declarative programming Enumeration Logic programming Mathematical programming Probability theory Random variables Real variables Sampling Semantics
ISSN:	2331-8422
Online-Zugang:	Volltext
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