Plan Execution in Mission-Critical Domains

David J. Musliner

AI planning was born into a simple world: baby’s blocks, slow robots, benign and cooperative environments. Now, as a maturing technology, AI planning is facing the real world: satellites, jets, the World Wide Web, and tax law. Moving planners and plan executives out of research labs and into industrial and public applications is difficult for many reasons; my focus here is on the numerous confidence, certification, and reliability issues faced in the real world.

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