RL3: An Approach to Incremental Rule Learning

Citation: J. Sullivan. (1988) RL3: An Approach to Incremental Rule Learning. In KSL-88-52, June,1988.

Publication techreport ( Edit )
type	Technical Report
bibtype	techreport
Bibtex basics
author	J. Sullivan
title	RL3: An Approach to Incremental Rule Learning
number	KSL-88-52
institution	Knowledge Systems, AI Laboratory
year	1988
month	June
Bibtex more
note	24 pages.
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abstract	Most current induction programs process their training sets all at once. In incremental learning, the induction program accepts a portion of the examples at a time and modifies previous results without starting all over again. There are several potential advantages of learning incrementally, including lessened memory and disk space requirements, faster performance, and the ability to handle concepts which are changing over time. This paper describes RL3, a descendent of RL which among many other improvements has the capability of learning incrementally.

KSL Technical Report ID: KSL-88-52

Abstract	Most current induction programs process th … Most current induction programs process their training sets all at once. In incremental learning, the induction program accepts a portion of the examples at a time and modifies previous results without starting all over again. There are several potential advantages of learning incrementally, including lessened memory and disk space requirements, faster performance, and the ability to handle concepts which are changing over time. This paper describes RL3, a descendent of RL which among many other improvements has the capability of learning incrementally. the capability of learning incrementally.
Author	J. Sullivan +
Bibtype	techreport +
Has author	J. Sullivan +
Has identifier	KSL-88-52 +
Has publishing details	June,1988 +
Has title	RL3: An Approach to Incremental Rule Learning +
Has where published	KSL-88-52 +
Has year	1988 +
Institution	Knowledge Systems, AI Laboratory +
Ksl tr id	KSL-88-52 +
Month	June +
Note	24 pages.
Number	KSL-88-52 +
Process note	YES +
Title	RL3: An Approach to Incremental Rule Learning +
Year	1988 +