PRODIGY

Reference

Carbonell, J.G., Knoblock, C. A., & Minton, S.,"Prodigy: An integrated architecture for planing and learning," in K. VanLehn (ed.), Architectures for Intelligence, pp. 241-278, Lawrence Erlbaum Associates, Hillsdale, NJ, 1991.

Architecture Background

Architecture

Problem Solver
Apprentice
EBL
Static
Alpine
Derivational Analogy
Experimentation
Knowledge Represented as:

Agent Properties

Uniform knowledge representation
Modular design.
Glass Box Knowlege Representation
Deliberative Learning
Multiple Learning Methods
Casual Commitment to Planning Path
Global Representation of State

Capabilities

Problem Solving
Focused Behavior
Planning
Learning
Test-Bed for Learning
Taskable
Self-reflection

Environment

Requires Simulated, Consistant Environment
Too much knowledge
Learning is Costly
Software Engineering

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