Metareasoning : thinking about thinking


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Michael T. Cox and Anita Raja

Some have described metareasoning computationally in terms of specific programs and algorithms; whereas others have analyzed metacognition and focused on data from human experience and behavior. Indeed Ann Brown described research into metacognition as a "many-headed monster of obscure. Documents: Advanced Search Include Citations. Home Research Publications People Seminars. A ctive L ogic, Me tacognitive Co mputation, and M ind. Publications by Year Perlis, D. Operationalizing Consciousness.

The overlooked role of self-agency in artificial systems. Shamwell, E. Sensors, 18 5 , Multi-Hypothesis Visual-Inertial Flow. Shamwell, J. Perlis, D. The Internal Reasoning of Robots. Thirteenth International Symposium on Commonsense Reasoning. Presented at the Commonsense Brody, J.

Sekora, D. Perlis D. I am, therefore I think. Five Dimensions of Reasoning in the Wild. Cox, M. Taking physical infinity seriously. Imagination, Human and Artifical. Donald Perlis. Anomaly Detection for Symbolic Representations.


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Toward meta-level control of autonomous agents. Goal-driven autonomy for cognitive systems. Data-driven goal generation for integrated cognitive systems. Symbolic anomaly detection and assessment using growing neural gas. The integration of cognitive and metacognitive processes with data-driven and knowledge rich structures. An approach to human-level commonsense reasoning. Autonomy beyond Anomalies and Goals: A strategic Perspective.

Don Perlis, Michael T Cox. The processual self as cognitive unifier. Metacognitive Guidance in a Dialog Agent. Toward Automatic Processing of English Metalanguage.

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Shomir Wilson. Nagoya, Japan, October. Jeju, Republic of Korea, July. Association for Computational Linguistics.

Metacognition

The robot baby and massive metacognition: Early steps via growing neural gas. The robot baby and massive metacognition: Future vision. Detecting change in diverse symbolic worlds. Noting anomalies in streams of symbolic predicates using A-distance. Advances in Cognitive Systems 2 , In search of the use-mention distinction and its impact on language processing tasks. Comparing matrix decomposition methods for meta-analysis and reconstruction of cognitive neuroscience results.

Gold, C. Havasi, M. Anderson, K. Toward an integrated metacognitive architecture. Langley Ed. Technical Report FS The metacognitive loop and reasoning about anomalies. Schmill, M.

Metareasoning: Thinking about Thinking

Anderson, S. Fults, D. Josyula, T. Oates, D. Perlis, H. Haidarian, S. Wilson, D. Raja Eds. Metareasoning: Thinking about thinking pp. Anthropomorphic self-models for metareasoning agents. Gordon, J. Hobbs, M. Vagueness and scales. Scott Fults.

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Egre and N. Klinedinst Eds.

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Basingstoke, UK: Palgrave Macmillan. Metareasoning: An introduction. Cox, A. Metareasoning, monitoring, and self-explanation.

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Anderson, W. Gomaa, J. Grant, D. Berto, E. Mares, F. Tanaka Eds.


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