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

Xu, Y and Dai, T and Sycara, K and Lewis, M (2012) A mechanism design model in robot-service-queue control with strategic operators and asymmetric information. In: UNSPECIFIED.

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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. © 2012 IEEE.


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Details

Item Type: Conference or Workshop Item (UNSPECIFIED)
Status: Published
Creators/Authors:
CreatorsEmailPitt UsernameORCID
Xu, Y
Dai, T
Sycara, K
Lewis, M
Date: 1 December 2012
Date Type: Publication
Journal or Publication Title: Proceedings of the IEEE Conference on Decision and Control
Page Range: 6113 - 6119
Event Type: Conference
DOI or Unique Handle: 10.1109/cdc.2012.6426391
Schools and Programs: School of Information Sciences > Information Science
Refereed: Yes
ISSN: 0191-2216
Related URLs:
Date Deposited: 17 Jun 2013 15:38
Last Modified: 29 Jan 2019 15:56
URI: http://d-scholarship.pitt.edu/id/eprint/18985

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