CS 289. Knowledge Representation and Use in Computers
Catalog Description: Fundamentals of knowledge representation and use in computers. Predicate calculus, non-monotonic logics, probability and decision theory, and their use in capturing commonsense and expert knowledge. Theorem-provers, planning systems belief networks and influence diagrams as reasoning methods. Integrated architectures for intelligent agents. A project will be undertaken.
Units: 3
Prerequisites: 188 or equivalent.
Formats:
Fall: 3 hours of lecture per week
Spring: 3 hours of lecture per week
Grading basis: letter
Final exam status: No final exam