ICARUS: Learning

Description

• Uniform representation of knowledge simplifies external addition of new knowledge
• Learning through induction is accomplished by filtering knowledge acquired from experience through the concept hierarchy.
• Bottom-up construction of hierarchy allows incremental modifications with experience
• Composite objects classified using attribute generalization
• Also stores probabilities on plan utility, backtracing frequency, and successful execution, which can lead to behavior modification over time