• DocumentCode
    3171008
  • Title

    A mechanism design model in robot-service-queue control with strategic operators and asymmetric information

  • Author

    Ying Xu ; Tinglong Dai ; Sycara, Katia ; Lewis, Marlon

  • Author_Institution
    Robotic Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
  • fYear
    2012
  • fDate
    10-13 Dec. 2012
  • Firstpage
    6113
  • Lastpage
    6119
  • Abstract
    Understanding various factors affecting human operator´s performance is one key to effectively controlling a multi-robot service queue. In this paper we study the optimal incentive design and task allocation scheme in the presence of strategic human operators with unknown capability information. We build a mechanism design framework to model and analyze the problem. We show that a simple and easy-to-implement two-payment-level system can motivate operators to explore the appropriateness of their adopted workload and to devote their capacities optimal to the system. The subsequent analytical and numerical investigation provides insights into understanding the way it affects the control strategies in a multi-robot service queue to account for human operators´ strategic behaviors.
  • Keywords
    incentive schemes; multi-robot systems; optimal control; queueing theory; asymmetric information; multirobot service queue; optimal incentive design; robot-service-queue control; strategic operators; task allocation; two-payment-level system; Analytical models; Contracts; Humans; Resource management; Robots; System performance; System-on-a-chip;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
  • Conference_Location
    Maui, HI
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4673-2065-8
  • Electronic_ISBN
    0743-1546
  • Type

    conf

  • DOI
    10.1109/CDC.2012.6426391
  • Filename
    6426391