Intelligence without representation

E251538

"Intelligence without Representation" is a seminal 1991 paper by roboticist Rodney Brooks that challenges traditional symbolic AI and advocates for behavior-based, embodied approaches to intelligence.

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Intelligence without representation canonical 1

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Statements (48)

Predicate Object
instanceOf journal article ⓘ
scientific paper ⓘ
arguesAgainst centralized world models in AI ⓘ
sense-model-plan-act architecture ⓘ
symbolic artificial intelligence ⓘ
associatedWith Brooksian robotics ⓘ
subsumption architecture robots ⓘ
author Rodney A. Brooks ⓘ
linked to: Rodney Brooks

Rodney Brooks ⓘ
citedAs classic paper in robotics ⓘ
seminal work in behavior-based AI ⓘ
countryOfOrigin United States ⓘ
criticizes deliberative planning as primary control mechanism ⓘ
heavy reliance on internal symbolic representations ⓘ
emphasizes embodiment in physical robots ⓘ
incremental development of competence ⓘ
situatedness in the environment ⓘ
field artificial intelligence ⓘ
cognitive science ⓘ
robotics ⓘ
hasImpact shifted focus from representation to behavior in AI ⓘ
sparked debates on representation in cognitive science ⓘ
hasNotableConcept intelligence as emergent from interaction ⓘ
task-specific, layered behaviors ⓘ
world is its own best model ⓘ
influenced design of reactive robot architectures ⓘ
influencedField artificial life ⓘ
autonomous mobile robotics ⓘ
behavior-based robotics ⓘ
embodied cognition ⓘ
language English ⓘ
mainTopic anti-representationalism ⓘ
behavior-based AI ⓘ
embodied intelligence ⓘ
reactive control ⓘ
situated robotics ⓘ
subsumption architecture ⓘ
symbolic AI critique ⓘ
proposes behavior-based approach to intelligence ⓘ
direct sensorimotor coupling ⓘ
layered control systems ⓘ
publicationYear 1991 ⓘ
relatedTo Nouvelle AI ⓘ
embodied cognition theories ⓘ
subsumption architecture (concept) ⓘ
supportsView complex representation is not a prerequisite for intelligent behavior ⓘ
intelligence can emerge from simple behaviors ⓘ
timePeriod late 20th century AI research ⓘ

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Full triples — surface form annotated when it differs from this entity's canonical label.

Rodney Brooks → notableWork → Intelligence without representation ⓘ