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IJCAI
1989
15 years 7 months ago
A Critique of the Valiant Model
This paper considers the Valiant framework as it is applied to the task of learning logical concepts from random examples. It is argued that the current interpretation of this Val...
Wray L. Buntine
IJCAI
1989
15 years 7 months ago
And-Or Graphs Applied to RUE Resolution
In equality-based binary r e s o l u t i o n , the v i a b i l i t y t e s t is used as a decision mechanism to select disagreement sets and also to define the RUE u n i f i e r ....
Vincent J. Digricoli, James J. Lu, V. S. Subrahman...
IJCAI
1989
15 years 7 months ago
Stochastic Analysis of Qualitative Dynamics
We extend qualitative reasoning with estimations of the relative likelihoods of the pos sible qualitative behaviors . We estimate the likelihoods by viewing the dynamics o f a sys...
Jon Doyle, Elisha Sacks
IJCAI
1989
15 years 7 months ago
Integrating Knowledge-Based System and Neural Network Techniques for Robotic Skill Acquisition
This paper describes an approach to robotic control that is patterned after models of human skill acquisition. The intent is to develop robots capable of learning how to accomplis...
David Handelman, Stephen Lane, Jack Gelfand
IJCAI
1989
15 years 7 months ago
Program Derivation Using Analogy
We present a methodology for using analogy to derive programs based on a derivational transformation method. The derived programs are deductively closed under the rules in the kno...
Mehdi T. Harandi, Sanjay Bhansali
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