Temporal Planning with Intermediate Conditions and Effects

  • Alessandro Valentini Fondazione Bruno Kessler
  • Andrea Micheli Fondazione Bruno Kessler
  • Alessandro Cimatti Fondazione Bruno Kessler

Abstract

Automated temporal planning is the technology of choice when controlling systems that can execute more actions in parallel and when temporal constraints, such as deadlines, are needed in the model. One limitation of several action-based planning systems is that actions are modeled as intervals having conditions and effects only at the extremes and as invariants, but no conditions nor effects can be specified at arbitrary points or sub-intervals.

In this paper, we address this limitation by providing an effective heuristic-search technique for temporal planning, allowing the definition of actions with conditions and effects at any arbitrary time within the action duration. We experimentally demonstrate that our approach is far better than standard encodings in PDDL 2.1 and is competitive with other approaches that can (directly or indirectly) represent intermediate action conditions or effects.

Published
2020-04-03
Section
AAAI Technical Track: Planning, Routing, and Scheduling