How to Clear a Block: A Theory of Plans

Abstract

Problems in commonsense and robot planning are approached by methods adapted from program synthesis research; planning is regarded as an application of automated deduction. To support this approach, we introduce a variant of situational logic, called plan theory, in which plans are explicit objects. A machine-oriented deductive-tableau inference system is adapted to plan theory. Equations and equivalences of the theory are built into a unification algorithm for the system. Frame axioms are built into the resolution rule. Special attention is paid to the derivation of conditional and recursive plans. Inductive proofs of theorems for even the simplest planning problems, such as clearing a block, have been found to require challenging generalizations.

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Document Details

Document Type
Technical Report
Publication Date
Dec 01, 1986
Accession Number
AD1005897

Entities

People

  • Richard Waldinger
  • Zohar Manna

Organizations

  • SRI International

Tags

DTIC Thesaurus Topics

  • Air Force
  • Artificial Intelligence
  • Computer Science
  • Computers
  • Contracts
  • Information Science
  • Military Research
  • Scientific Research
  • United States

Readers

  • Artificial Intelligence
  • Mathematical Modeling and Probability Theory.
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - Autonomous Systems
  • AI & ML - Machine Learning Algorithms
  • Autonomy