Creating A Memory of Causal Relationships: An Integration of Empirical and Explanation-based Learning Methods (Hardback)Michael J. Pazzani (author)
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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.
Publisher: Taylor & Francis Inc
Number of pages: 360
Weight: 658 g
Dimensions: 229 x 152 x 28 mm