Catalog Description: Learning from the point of view of artificial intelligence with contributions from philosophy and psychology. Readings and discussion will cover concept learning, compilation and intelligent caching, knowledge-based generalization, reasoning by analogy, inductive learning, architectures for general learning systems, knowledge-level analysis of learning systems. A substantial project will be undertaken.

Units: 3

Prerequisites: l88 or consent of instructor.

Spring: 3 hours of lecture per week
Fall: 3 hours of lecture per week

Grading basis: letter

Final exam status: Written final exam conducted during the scheduled final exam period

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