Articles liés à Creating A Memory of Causal Relationships

Creating A Memory of Causal Relationships - Couverture rigide

Pazzani, Michael J.

 
9780805806298: Creating A Memory of Causal Relationships
Couverture rigide
ISBN 10 : 0805806296 ISBN 13 : 9780805806298
Editeur : Psychology Press, 1990

Synopsis

This book presents a theory of learning new causal relationships by making use of perceived regularities in the environment, general knowledge of causality, and existing causal knowledge. Integrating ideas from the psychology of causation and machine learning, the author introduces a new learning procedure called theory-driven learning that uses abstract knowledge of causality to guide the induction process.

Known as OCCAM, the system uses theory-driven learning when new experiences conform to common patterns of causal relationships, empirical learning to learn from novel experiences, and explanation-based learning when there is sufficient existing knowledge to explain why a new outcome occurred. Together these learning methods construct a hierarchical organized memory of causal relationships. As such, OCCAM is the first learning system with the ability to acquire, via empirical learning, the background knowledge required for explanation-based learning.

Please note: This program runs on common lisp.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

Michael J. Pazzani

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Psychology Press
Date d'édition
1990
Langue
anglais
ISBN 10 
0805806296
ISBN 13 
9780805806298
Reliure
Relié
Nombre de pages
360
Coordonnées du fabricant
non disponible
Personne responsable
non disponible