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ique that does feature selection repeatedly during the MOSES learning process, rather than just doing it initially prior to MOSES learning. 33.4.1 Machine Learning, Feature Selection and AGI The relation between feature selection and machine learning appears an excellent example of the way that, even when the
resent is carried out, either by - PLN inference within OpenCog, drawing the conclusion that a block is present from the exported predicates, using ImplicationLinks comprising a working definition of a "block" - A predicate comprising the definition of "block", previously imported into DeSTIN from OpenCog and
lvin. The Cerebral Code. MIT Press, 1996. Car85. S. Carey. Conceptual Change in Childhood. MIT Press, 1985. Car97. R Caruana. Multitask learning. Machine Learning, 1997. Cas85. R. Case. Intellectual development: Birth to adulthood. Academic Press, 1985. Cas04. N. L. Cassimatis. Grammatical processing using
or of Link2Atom. However, the ideas embodied in these rules may be useful; if cleaned up the rules might profitably be ported into the Atomspace as ImplicationLinks. • Representation Building: A stage within MOSES, wherein a candidate Combo program tree (within a deme) is modified by replacing one or more tree
2006. William Calvin. The Cerebral Code. MIT Press, 1996. S. Carey. Conceptual Change in Childhood. MIT Press, 1985. R Caruana. Multitask learning. Machine Learning, 1997. R. Case. Intellectual development: Birth to adulthood. Academic Press, 1985. N. L. Cassimatis. Grammatical processing using the mechanisms o
intelligent system explicitly represents in its knowledge base, and expends some resources trying to achieve. Goal Nodes (which may be Nodes or, e.g. ImplicationLinks) are used for this purpose in OpenCog. e Goal-Driven Learning: Learning that is driven by the cognitive schematic i.e. by the quest of figuring out
Entities connected to both Machine Learning and ImplicationLinks
OpenCog
ORGANIZATIONMindAgents
PERSONConceptNodes
ORGANIZATION
Marc Rich
PERSONDeSTIN
ORGANIZATIONPredicateNode
LOCATIONPredicateNodes
ORGANIZATIONTruthValues
ORGANIZATIONCogPrime
ORGANIZATIONCombo
LOCATION
Vicky Ward
PERSONFrameNet
ORGANIZATION
Joscha Bach
PERSON
Marvin Minsky
PERSON
Woody Allen
PERSONSimilarityLinks
ORGANIZATIONSTICurrency
LOCATIONScheduler
ORGANIZATIONVariableAtoms
ORGANIZATIONMoshe
PERSON