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Issue title: Planning in multiagent systems
Guest editors: Mathijs de Weerdtx and Brad Clementy
Article type: Research Article
Authors: Steenhuisen, J. Renze; * | Witteveen, Cees
Affiliations: Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, P.O. Box 5031, 2600 GA Delft, The Netherlands | [x] Delft University of Technology, PO Box 5031, 2600 GA Delft, The Netherlands | [y] Jet propulsion Laboratory, 4800 Oak Grove Dr., Pasadena, CA 91750, USA
Correspondence: [*] Corresponding author. E-mail: [email protected]
Abstract: In many task-planning domains, assemblies of autonomous agents need to construct plans and schedules for executing their assigned sets of tasks in order to complete them. Often, there will be dependencies between tasks to be executed by different agents. In such a situation, a plan-coordination problem arises when the joint plan is required to be feasible, whatever locally-feasible plans the individual agents come up with. This problem can be solved by plan decoupling, which is to add a minimum number of constraints such that each agent can make a plan for its set of tasks independently of the others while still joint-plan feasibility is guaranteed. Previous work on plan decoupling concentrated on a coordination framework where the only dependencies between tasks are precedence constraints. In this paper, an extension of the framework is discussed where not only precedence constraints, but also synchronisation constraints can be used in order to express qualitative temporal constraints between tasks. It is shown that adding synchronisation constraints does not add any complexity to the plan-decoupling problem, and that a previously-developed approximation algorithm for plan decoupling can be extended to cope with synchronisation constraints as well.
Keywords: Planning, coordination, decoupling, complexity
DOI: 10.3233/MGS-2009-0138
Journal: Multiagent and Grid Systems , vol. 5, no. 4, pp. 357-371, 2009
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