In several publications over the past few years, we argued that the automated planning research literature has underestimated the importance and difficulty of deliberative acting. We have outlined an algorithm, RAE, for deliberative acting. We now give give an overview of SeRPE, a planning algorithm designed to be integrated with RAE. Additional details about both RAE and SeRPE are in Chapter 3...