Layered Learning

We examine how a network of many knowledge layers can be constructed in an on-line 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.

• Type: Conference
• Year: 2000
• Where: ECML
• Authors: Peter Stone, Manuela M. Veloso
• Keywords: ECML 2000, Knowledge Layers, Machine Learning, On-line Manner, Overall Representation