To earn a Ph.D., one must accomplish two things. First, one must master a specific subject completely. Second, one must extend the body of knowledge about that subject.
PGraphplan and TGraphplan are Graphplan-based planners for STRIPS-style domains that include probabilistic actions. PGraphplan finds contingent plans with highest probability of success within the horizon.