Finding promising exploration regions by weighting expected navigation costs, working notes for talk given at the AAAI symposium on Active Learning, 1995.

Active learning is composed of two equally important problems: deciding which areas in state space most warrant further learning, and deciding how to get to these areas. Very little effort has been devoted to the latter problem. I will address this area in the symposium as described below.