Algorithms for a temporal decoupling problem in multi-agent planning

  • Authors:
  • Luke Hunsberger

  • Affiliations:
  • Department of Engineering and Applied Sciences, Harvard University, Cambridge, MA

  • Venue:
  • Eighteenth national conference on Artificial intelligence
  • Year:
  • 2002

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Abstract

The Temporal Decoupling Problem (TDP) arises when a group of agents collaborating on a set of temporally-dependent tasks seek to coordinate their execution of those tasks by applying additional temporal constraints sufficient to ensure that agents working on different tasks may operate independently. This paper: (1)formally defines the TDP, (2) presents theorems that give necessary and sufficient conditions for solutions to the TDP, (3)presents a family of sound and complete algorithms for solving the TDP, and (4) compares the performance of several variations of the basic algorithm. Although this work was motivated by a problem in collaborative multi-agent planning, it represents a contribution to the theory of Simple Temporal Networks that is independent of the motivating application.