Proceedings

Plan Synthesis: A Logical Perspective

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Proceedings of the Seventh International Joint Conference on Artificial Intelligence. INFERENCE and REASONING. Pages 331-336.

Abstract

This paper explores some theoretical issues of robot system planning from the perspective of propositional dynamic logic. A generalized notion of "progression" and "regression" of conditions through actions is developed. This leads to a bidirectional single-level planning algorithm that is easily extended to hierarchical planning. Multiple pre-/postcondition pairs, complex (e.g., conjunctive, disjunctive) goals, goals of maintenance and prevention, and plans with tests are all handled in a natural way. The logical framwork is used to clarify gaps in existing "nonlinear" and "hierachical" planning strategies.

Stanley J. Rosenschein. 1981. Plan Synthesis: A Logical Perspective. In Proceedings of the Seventh International Joint Conference on Artificial Intelligence, IJCAI-81. IJCAI, 331–336. https://ijcai.org/proceedings/1981/65
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