Graduate studies at Western
|Abstract||However, there has also been growing interest in trying to create, and investigate the potential beneﬁts of, intelligent systems which are themselves metacognitive. It is thought that systems that monitor themselves, and proactively respond to problems, can perform better, for longer, with less need for (expensive) human intervention. Thus has IBM widely publicized their "autonomic computing" initiative, aimed at developing computers which are (in their words) self-aware, selfconﬁguring, self-optimizing, self-healing, self-protecting, and self-adapting. More ambitiously, it is hypothesized that metacognitive awareness may be one of the keys to developing truly intelligent artiﬁcial systems. DARPA's recent Cognitive Information Processing Technology initiative, for instance, foregrounds reﬂection (along with reaction and deliberation) as one of the three pillars required for ﬂexible, robust AI systems.|
|Keywords||No keywords specified (fix it)|
No categories specified
(categorize this paper)
|Through your library||Only published papers are available at libraries|
Similar books and articles
Michael Anderson, The Metacognitive Loop I: Enhancing Reinforcement Learning with Metacognitive Monitoring and Control for Improved Perturbation Tolerance||.
Peter Kugel (2002). Computing Machines Can't Be Intelligent (...And Turing Said So). Minds and Machines 12 (4):563-579.
Ronald N. Giere (2006). The Role of Agency in Distributed Cognitive Systems. Philosophy of Science 73 (5):710-719.
Ned Block (1981). Psychologism and Behaviorism. Philosophical Review 90 (1):5-43.
Joseph Agassi (1977). The Methodology of Research Projects: A Sketch. Journal for General Philosophy of Science 8 (1):30-38.
Michael Anderson, Logic, Self-Awareness and Self-Improvement: The Metacognitive Loop Andthe Problem of Brittleness.
Larry Stapleton, David Smith & Fiona Murphy (2004). Systems Engineering Methodologies, Tacit Knowledge and Communities of Practice. AI and Society 19 (2):159-179.
Peter Csermely (2009). Weak Links: The Universal Key to the Stability of Networks and Complex Systems. Springer.
Asterios G. “Stell” Kefalas (2011). On Systems Thinking and the Systems Approach. World Futures 67 (4-5):343 - 371.
Sorry, there are not enough data points to plot this chart.
Added to index2010-12-22
Recent downloads (6 months)0
How can I increase my downloads?