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th implementations of related software systems. The journey began in earnest in 1997 with the design and implementation of the Webmind AI Engine at Intelligenesis Corp., which itself went through a few major design revisions; and then in 2001-2002 the Novamente Cognition Engine was architected and imple- mented, and
33 Probabilistic Evolutionary Procedure Learning 215 33.1 Introduction 215 33.1.1 Explicit versus Implicit Evolution in CogPrime 217 33.2 Estimation of Distribution Algorithms 218 33.3 Competent Program Evolution via MOSES 219 33.3.1 Statics 219 33.3.2 Dynamics 222 33.3.3 Architecture 223 33.3.4 Example: Ar
ted here (as well as by Ben's ongoing thinking and research). The collaborative design process ultimately resulting in CogPrime started in 1997 when Intelligenesis Corp. was formed - the Webmind Al Engine created in Intelligenesis's research group during 1997-2001 was the predecessor to the Novamente Cognition Engin
fying architecture. For this reason and others, an increasing amount of work in the AI community these days is integrative in one sense or another. Estimation of Distribution Algorithms integrate proba- bilistic reasoning with evolutionary, learning IPe1051. Markov Logic Networks IR DWil integrate formal logic and probabilistic infe
sted here (as well as by Ben’s ongoing thinking and research). The collaborative design process ultimately resulting in CogPrime started in 1997 when Intelligenesis Corp. was formed — the Webmind AI Engine created in Intelligenesis’s research group during 1997-2001 was the predecessor to the Novamente Cognition Engine
ifying architecture. For this reason and others, an increasing amount of work in the AI community these days is integrative in one sense or another. Estimation of Distribution Algorithms integrate proba- bilistic reasoning with evolutionary learning [Pel05]. Markov Logic Networks [RD06] integrate formal logic and probabilistic inferen
Entities connected to both Intelligenesis Corp. and Estimation of Distribution Algorithms
Cassio Pennachin & Nil Geisweiller &
ORGANIZATIONthe Webmind AI Engine
ORGANIZATIONArtificial General Intelligence
ORGANIZATIONNil Geisweiller
PERSON
Joscha Bach
PERSONIntegrative
ORGANIZATIONDeSTIN
ORGANIZATION
Marc Rich
PERSONOpenCog
ORGANIZATIONCassio Pennachin
PERSONCogPrime
ORGANIZATION
Marvin Minsky
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Sarah Silverman
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Earth
LOCATION
Vladimir Putin
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Michael Douglas
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DARPA
ORGANIZATION
Bernie Sanders
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Jes Staley
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Sergey Brin
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