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.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Intelligence without representation canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T2265117 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
Target entity: Intelligence without representation Context triple: [Rodney Brooks, notableWork, Intelligence without representation]
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A.
Voices of Liberty
Voices of Liberty is an a cappella singing group at EPCOT in Walt Disney World, known for performing patriotic and Americana music in rich, multi-part harmony.
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B.
United States in Congress Assembled
The United States in Congress Assembled was the unicameral national governing body of the United States under the Articles of Confederation, serving as the country's central authority between the Continental Congress and the adoption of the U.S. Constitution.
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C.
Candid Examination of the Mutual Claims of Great-Britain and the Colonies
"Candid Examination of the Mutual Claims of Great-Britain and the Colonies" is a 1775 political pamphlet by Loyalist statesman Joseph Galloway arguing for reconciliation and a constitutional union between Britain and its American colonies.
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D.
The Rights of the British Colonies Asserted and Proved
The Rights of the British Colonies Asserted and Proved is a 1764 political pamphlet arguing against British taxation and for the natural and constitutional rights of American colonists, helping lay intellectual groundwork for the American Revolution.
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E.
A Republic, If You Can Keep It
"A Republic, If You Can Keep It" is a book by U.S. Supreme Court Justice Neil M. Gorsuch reflecting on the Constitution, the role of judges, and the importance of civic responsibility in American democracy.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Target entity: Intelligence without representation Target entity description: "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.
-
A.
Voices of Liberty
Voices of Liberty is an a cappella singing group at EPCOT in Walt Disney World, known for performing patriotic and Americana music in rich, multi-part harmony.
-
B.
United States in Congress Assembled
The United States in Congress Assembled was the unicameral national governing body of the United States under the Articles of Confederation, serving as the country's central authority between the Continental Congress and the adoption of the U.S. Constitution.
-
C.
Candid Examination of the Mutual Claims of Great-Britain and the Colonies
"Candid Examination of the Mutual Claims of Great-Britain and the Colonies" is a 1775 political pamphlet by Loyalist statesman Joseph Galloway arguing for reconciliation and a constitutional union between Britain and its American colonies.
-
D.
The Rights of the British Colonies Asserted and Proved
The Rights of the British Colonies Asserted and Proved is a 1764 political pamphlet arguing against British taxation and for the natural and constitutional rights of American colonists, helping lay intellectual groundwork for the American Revolution.
-
E.
A Republic, If You Can Keep It
"A Republic, If You Can Keep It" is a book by U.S. Supreme Court Justice Neil M. Gorsuch reflecting on the Constitution, the role of judges, and the importance of civic responsibility in American democracy.
- F. None of above. chosen
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 Brooks
ⓘ
surface form:
Rodney A. Brooks
Rodney Brooks ⓘ |
| citedAs |
classic paper in robotics
ⓘ
seminal work in behavior-based AI ⓘ |
| countryOfOrigin |
United States of America
ⓘ
surface form:
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 ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Subject: Intelligence without representation Description of subject: "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.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.