MANIC (cognitive architecture) (original) (raw)
MANIC, formerly known as PMML.1, is a cognitive architecture developed by the predictive modeling and machine learning laboratory at University of Arkansas. It differs from other cognitive architectures in that it tries to "minimize novelty". That is, it attempts to organize well-established techniques in computer science, rather than propose any new methods for achieving cognition. While most other cognitive architectures are inspired by some neurological observation, and are subsequently developed in a top-down manner to behave in some manner like a brain, MANIC is inspired only by common practices in computer science, and was developed in a bottom-up manner for the purpose of unifying various methods in machine learning and artificial intelligence.
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dbo:abstract | MANIC, formerly known as PMML.1, is a cognitive architecture developed by the predictive modeling and machine learning laboratory at University of Arkansas. It differs from other cognitive architectures in that it tries to "minimize novelty". That is, it attempts to organize well-established techniques in computer science, rather than propose any new methods for achieving cognition. While most other cognitive architectures are inspired by some neurological observation, and are subsequently developed in a top-down manner to behave in some manner like a brain, MANIC is inspired only by common practices in computer science, and was developed in a bottom-up manner for the purpose of unifying various methods in machine learning and artificial intelligence. (en) |
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dbo:wikiPageExternalLink | http://uaf46365.ddns.uark.edu/lab/cogarch.svg, https://github.com/mikegashler/manic, |
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dbo:wikiPageWikiLink | dbr:Satisficing dbr:University_of_Arkansas dbr:Deep_learning dbr:Dynamical_system dbc:Artificial_intelligence dbr:Machine_learning dbc:Cognitive_architecture dbr:Reinforcement_learning dbr:Artificial_intelligence dbr:Cognitive_architecture dbr:Awareness dbr:Sentience dbr:Utility dbr:Unsupervised_learning dbr:Evolutionary_algorithm dbr:Supervised_learning dbr:Predictive_modeling |
dbp:wikiPageUsesTemplate | dbt:Refimprove |
dct:subject | dbc:Artificial_intelligence dbc:Cognitive_architecture |
rdfs:comment | MANIC, formerly known as PMML.1, is a cognitive architecture developed by the predictive modeling and machine learning laboratory at University of Arkansas. It differs from other cognitive architectures in that it tries to "minimize novelty". That is, it attempts to organize well-established techniques in computer science, rather than propose any new methods for achieving cognition. While most other cognitive architectures are inspired by some neurological observation, and are subsequently developed in a top-down manner to behave in some manner like a brain, MANIC is inspired only by common practices in computer science, and was developed in a bottom-up manner for the purpose of unifying various methods in machine learning and artificial intelligence. (en) |
rdfs:label | MANIC (cognitive architecture) (en) |
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