Bounded optimal team coordination with temporal constraints and delay penalties

  • Authors:
  • G. Ayorkor Korsah;Anthony Stentz;M. Bernardine Dias

  • Affiliations:
  • Carnegie Mellon University;Carnegie Mellon University;Carnegie Mellon University

  • Venue:
  • The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
  • Year:
  • 2011

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Abstract

We address the problem of optimally assigning spatially distributed tasks to a team of heterogeneous mobile agents in domains with inter-task temporal constraints, such as precedence constraints. Due to delay penalties, satisfying the temporal constraints impacts the overall team cost. We present a mathematical model of the problem, a benchmark anytime bounded optimal solution process, and an analysis of the impact of delay penalties on problem difficulty.