Hybrid Models for Sequential Decision Making.
Abstract
To study hybrid architectures of complex learning, especially as applied to a simulated minefield navigation task, we developed a hybrid connectionist model CLARION as a demonstration of the approach of bottom-up skill learning (from procedural to declarative knowledge). The model essentially consisted of two levels for capturing both procedural and declarative knowledge and enabling bottom-up learning, which differed markedly from existing models. Our Computational and psychological experiments during the past five years demonstrated matches of the model with human data in several domains.
Document Details
- Document Type
- Technical Report
- Publication Date
- Jan 15, 2000
- Accession Number
- ADA373424
Entities
People
- Ron Sun
Organizations
- University of Missouri