Information Technology Reference
In-Depth Information
6. The extended hypothesis is delivered to execution units.
Exercises
1. What
is
Explanation-based
learning?
What
are
the
advantage
and
disadvantage of EBL compared with inductive learning?
2. Briefly illustrate three different spaces involved in EBL and the relationship
among them.
3. Illustrate the generalization process of EBL, and elaborate on the function of
goal concept, training example, domain theory and operationality criterion in
learning.
4. Compare the basic idea of EBG and EBS.
5. Construct domain theory for EBL based on problems you selected. Apply
these theories to some training instances and explain the EBL.
6. Illustrate the definition of operationality criterion and the way to make
operationality criterion dynamically.
7. Illustrate the solving strategy of EBL in incomplete domain theory.
8. Suppose C=Son (Bob, Ram), C1=Daughter (Bob, Ram), determine C2
according to inductive logical programming.
