Proximity-Based Non-uniform Abstractions for Approximate Planning

Jiri Baum, Ann E. Nicholson, Trevor I. Dix

In a deterministic world, a planning agent can be certain of the consequences of its planned sequence of actions. Not so, however, in dynamic, stochastic domains where Markov decis…