Learning and Knowledge Acquisition

Learning

The Utility of Difference-Based Reasoning
Brian Falkenhainer
530
PDF
Learning from Opportunities: Storing and Re-using Execution-Time Optimizations
Krlstian Hammond, Tim Converse, Mitchell Marks
536
PDF
Parsing to Learn Fine Grained Rules
Subrata Roy, Jack Mostow
547
PDF
Simulation-Assisted Inductive Learning
Bruce G. Buchanan, John Sullivan, Tze-Pin Cheng, Scott H. Clearwater
552
PDF
The Automatic Acquisition of Proof Methods
Kurt Ammon
558
PDF
Explanation-Based Indexing of Cases
Ralph Barletta, William Mark
541
PDF

Analytic Learning

Knowledge-Base Reduction: A New Approach to Checking Knowledge Bases for Inconsistency and Redundancy
Allen Ginsberg
585
PDF
Theory Revision via Prior Operationalization
Allen Ginsberg
590
PDF
Quantitative Results Concerning the Utility of Explanation-Based Learning
Steven Minton
564
PDF
Approximate Theory Formation: An Explanation-Based Approach
Thomas Ellman
570
PDF
IMEX: Overcoming Intractability in Explanation Based Learning
Michael S. Braverman, Stuart J. Russell
575
PDF
Some Philosophical Problems with Formal Learning Theory
Jonathan Amsterdam
580
PDF

Empirical Learning

Credit Assignment in Genetic Learning Systems
John J. Grefenstette
596
PDF
Perceptron Trees: A Case Study in Hybrid Concept Representations
Paul E. Utgoff
601
PDF
Bayesian Classification
Peter Cheeseman, Matthew Self, Jim Kelly, Will Taylor, Don Freeman
607
PDF
Combining Symbolic Learning Techniques and Statistical Regression Analysis
Carlo Berzuini
612
PDF
Recovery from Incorrect Knowledge in Soar
John Laird
618
PDF

Formal Results in Learning

Inferring Probabilistic Theories from Data
Edwin P. D. Pednault
624
PDF
Functionality in Neural Nets
L. G. Valiant
629
PDF
Learning Complicated Concepts Reliably and Usefully
Ronald L. Rivest, Robert Sloan
635
PDF
Tree-Structured Bias
Stuart J. Russell
641
PDF

Knowledge Acquisition

Knowledge Base Refinement Using Apprenticeship Learning Techniques
David C. Wilkins
646
PDF