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JAIR
2000

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Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition

14 years 10 months ago

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Thomas G. Dietterich

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JAIR
2000

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AIS-BN: An Adaptive Importance Sampling Algorithm for Evidential Reasoning in Large Bayesian Networks

14 years 10 months ago

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Jian Cheng, Marek J. Druzdzel

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JAIR
2000

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Space Efficiency of Propositional Knowledge Representation Formalisms

14 years 10 months ago

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Marco Cadoli, Francesco M. Donini, Paolo Liberator...

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JAIR
2000

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Planning Graph as a (Dynamic) CSP: Exploiting EBL, DDB and other CSP Search Techniques in Graphplan

14 years 10 months ago

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This paper reviews the connections between Graphplan's planning-graph and the dynamic constraint satisfaction problem and motivates the need for adapting CSP search technique...

Subbarao Kambhampati

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JAIR
2000

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A Model of Inductive Bias Learning

14 years 10 months ago

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A major problem in machine learning is that of inductive bias: how to choose a learner's hypothesis space so that it is large enough to contain a solution to the problem bein...

Jonathan Baxter

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