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dc:title "HTML Summary of #3950 \n\nLogic, self-awareness and self-improvement: The metacognitive loop and the problem of brittleness\n\n";
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bibo:abstract "This essay describes a general approach to building perturbation-tolerant autonomous systems, based on the conviction that artificial agents should be able notice when something is amiss, assess the anomaly, and guide a solution into place. We call this basic strategy of self-guided learning the metacognitive loop; it involves the system monitoring, reasoning about, and, when necessary, altering its own decision-making components. In this essay, we (a) argue that equipping agents with a metacognitive loop can help to overcome the brittleness problem, (b) detail the metacognitive loop and its relation to our ongoing work on time-sensitive commonsense reasoning, (c) describe specific, implemented systems whose perturbation tolerance was improved by adding a metacognitive loop, and (d) outline both short-term and long-term research agendas."^^xsd:string;
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bibo:volume "15";
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dct:date "2005-02";
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foaf:familyName "Anderson"^^xsd:string;
foaf:givenName "Michael L."^^xsd:string;
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foaf:familyName "Perlis"^^xsd:string;
foaf:givenName "Donald R."^^xsd:string;
foaf:name "Donald R. Perlis"^^xsd:string;
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foaf:name "Journal of Logic and Computation"^^xsd:string;
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