Case-Based Planning: Viewing Planning as a Memory Task
Kristian J. Hammond · 1989
A case-based planner learns by correctly indexing its planning experiences in memory. The main task of the learner is to figure out which features a piece of information should be indexed under. A case-based planner learns 1) new plans, 2) the features that predict failures, 3) past repairs to faulty plans that it can reuse. This learning is accomplished by saving the different results of the planner's own experiences.