DocumentCode
1835199
Title
Many-layered learning
Author
Utgoff, Paul E. ; Stracuzzi, David J.
Author_Institution
Dept. of Comput. Sci., Massachusetts Univ., Amherst, MA, USA
fYear
2002
fDate
2002
Firstpage
141
Lastpage
146
Abstract
We examine how a network of many knowledge layers can be constructed in an online manner such that the learned units represent building blocks of knowledge that serve to compress the overall representation. Our novel STL algorithm demonstrates a method for simultaneously acquiring and organizing a collection of concepts and functions as a many-layered network.
Keywords
knowledge representation; learning (artificial intelligence); STL algorithm; knowledge building blocks; knowledge layers; many-layered learning; many-layered network; Computer science; Functional programming; Humans; Organizing; Robots; Statistical analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Development and Learning, 2002. Proceedings. The 2nd International Conference on
Print_ISBN
0-7695-1459-6
Type
conf
DOI
10.1109/DEVLRN.2002.1011824
Filename
1011824
Link To Document