Reflection, Memory and Learning

Enric Plaza & Josep-Lluís Arcos

IIIA - Institut d'Investigació en Intel.ligència Artificial,
CSIC - Spanish Scientific Research Council,
Campus Universitat Autonòma de Barcelona,
08193 Bellaterra, Catalonia, Spain.
Voice: +34 3 5809570;
Fax: +34 3 5809661;
Email: {plaza | arcos}@iiia.csic.es
WWW: http://www.iiia.csic.es

Abstract:

• Abstract:
• 1 Introduction
• 2 The Massive Memory Architecture
  • 2.1 Massive Memory Architecture Principles
    • Episodic Memory
    • Analogical Inference
  • 2.2 Elements of Inference
    • The Abstract Inference Process
  • 2.3 Massive Memory Architecture Implementation
• 3 Reflection and Self-models
  • 3.1 Reification and Reflection
  • 3.2 Self-models in MMA
• 4 A Simple Diagnosis Example
  • 4.1 Analogy can profit from method usage
• 5 Deliberate Learning
  • 5.1 Experimenting for Learning
  • 5.2 Compilative Learning
  • 5.3 Specialized Learning Methods and Generic Methods
  • 5.4 Inductive Methods
• 6 Related Work
• 7 Conclusions
  • Acknowledgements
  • References