Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387102073> ?p ?o ?g. }
- W4387102073 abstract "Probabilistic planning attempts to incorporate stochastic models directly into the planning process, which is the problem of synthesizing a sequence of actions that achieves some objective for a putative agent. Probabilistic programming has rapidly emerged as a key paradigm to integrate probabilistic concepts with programming languages, which allows one to specify complex probabilistic models using programming primitives like recursion and loops. Probabilistic logic programming aims to further ease the specification of structured probability distributions using first-order logical artefacts. In this article, we briefly discuss the modelling of probabilistic planning through the lens of probabilistic (logic) programming. Although many flavours for such an integration are possible, we focus on two representative examples. The first is an extension to the popular probabilistic logic programming language PROBLOG, which permits the decoration of probabilities on Horn clauses-that is, prolog programs. The second is an extension to the popular agent programming language GOLOG, which permits the logical specification of dynamical systems via actions, effects and observations. The probabilistic extensions thereof emphasize different strengths of probabilistic programming that are particularly useful for non-trivial modelling issues raised in probabilistic planning. Among other things, one can instantiate planning problems with growing and shrinking state spaces, discrete and continuous probability distributions, and non-unique prior distributions in a first-order setting." @default.
- W4387102073 created "2023-09-28" @default.
- W4387102073 creator A5002932153 @default.
- W4387102073 date "2023-09-01" @default.
- W4387102073 modified "2023-10-14" @default.
- W4387102073 title "Logic + probabilistic programming + causal laws" @default.
- W4387102073 cites W1486596527 @default.
- W4387102073 cites W1538192045 @default.
- W4387102073 cites W1564566056 @default.
- W4387102073 cites W1579694940 @default.
- W4387102073 cites W1977970897 @default.
- W4387102073 cites W2010780110 @default.
- W4387102073 cites W2062818807 @default.
- W4387102073 cites W2070683816 @default.
- W4387102073 cites W2076652224 @default.
- W4387102073 cites W2078843353 @default.
- W4387102073 cites W2094916185 @default.
- W4387102073 cites W2096163807 @default.
- W4387102073 cites W2137126099 @default.
- W4387102073 cites W2139771194 @default.
- W4387102073 cites W2145503356 @default.
- W4387102073 cites W2168359464 @default.
- W4387102073 cites W2172181603 @default.
- W4387102073 cites W2194321275 @default.
- W4387102073 cites W2258525731 @default.
- W4387102073 cites W2283046353 @default.
- W4387102073 cites W2295266283 @default.
- W4387102073 cites W2334782222 @default.
- W4387102073 cites W2337392266 @default.
- W4387102073 cites W2607296636 @default.
- W4387102073 cites W2739178641 @default.
- W4387102073 cites W2740289278 @default.
- W4387102073 cites W2754595813 @default.
- W4387102073 cites W2762833920 @default.
- W4387102073 cites W2810243590 @default.
- W4387102073 cites W2926374695 @default.
- W4387102073 cites W2962776978 @default.
- W4387102073 cites W2996257663 @default.
- W4387102073 cites W3104798428 @default.
- W4387102073 cites W3125832933 @default.
- W4387102073 cites W3209215190 @default.
- W4387102073 cites W4248199421 @default.
- W4387102073 cites W4252785764 @default.
- W4387102073 cites W4300564796 @default.
- W4387102073 cites W4301509913 @default.
- W4387102073 cites W811924890 @default.
- W4387102073 cites W81942528 @default.
- W4387102073 doi "https://doi.org/10.1098/rsos.230785" @default.
- W4387102073 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/37771971" @default.
- W4387102073 hasPublicationYear "2023" @default.
- W4387102073 type Work @default.
- W4387102073 citedByCount "0" @default.
- W4387102073 crossrefType "journal-article" @default.
- W4387102073 hasAuthorship W4387102073A5002932153 @default.
- W4387102073 hasBestOaLocation W43871020731 @default.
- W4387102073 hasConcept C102993220 @default.
- W4387102073 hasConcept C128828806 @default.
- W4387102073 hasConcept C128838566 @default.
- W4387102073 hasConcept C143017306 @default.
- W4387102073 hasConcept C154945302 @default.
- W4387102073 hasConcept C168773036 @default.
- W4387102073 hasConcept C18998212 @default.
- W4387102073 hasConcept C199360897 @default.
- W4387102073 hasConcept C203659156 @default.
- W4387102073 hasConcept C24404364 @default.
- W4387102073 hasConcept C34165917 @default.
- W4387102073 hasConcept C3845977 @default.
- W4387102073 hasConcept C41008148 @default.
- W4387102073 hasConcept C49937458 @default.
- W4387102073 hasConcept C50033165 @default.
- W4387102073 hasConcept C52063229 @default.
- W4387102073 hasConcept C80444323 @default.
- W4387102073 hasConceptScore W4387102073C102993220 @default.
- W4387102073 hasConceptScore W4387102073C128828806 @default.
- W4387102073 hasConceptScore W4387102073C128838566 @default.
- W4387102073 hasConceptScore W4387102073C143017306 @default.
- W4387102073 hasConceptScore W4387102073C154945302 @default.
- W4387102073 hasConceptScore W4387102073C168773036 @default.
- W4387102073 hasConceptScore W4387102073C18998212 @default.
- W4387102073 hasConceptScore W4387102073C199360897 @default.
- W4387102073 hasConceptScore W4387102073C203659156 @default.
- W4387102073 hasConceptScore W4387102073C24404364 @default.
- W4387102073 hasConceptScore W4387102073C34165917 @default.
- W4387102073 hasConceptScore W4387102073C3845977 @default.
- W4387102073 hasConceptScore W4387102073C41008148 @default.
- W4387102073 hasConceptScore W4387102073C49937458 @default.
- W4387102073 hasConceptScore W4387102073C50033165 @default.
- W4387102073 hasConceptScore W4387102073C52063229 @default.
- W4387102073 hasConceptScore W4387102073C80444323 @default.
- W4387102073 hasFunder F4320320006 @default.
- W4387102073 hasIssue "9" @default.
- W4387102073 hasLocation W43871020731 @default.
- W4387102073 hasLocation W43871020732 @default.
- W4387102073 hasOpenAccess W4387102073 @default.
- W4387102073 hasPrimaryLocation W43871020731 @default.
- W4387102073 hasRelatedWork W1499367685 @default.
- W4387102073 hasRelatedWork W1538192045 @default.
- W4387102073 hasRelatedWork W2005277728 @default.
- W4387102073 hasRelatedWork W2104279947 @default.
- W4387102073 hasRelatedWork W2371210594 @default.