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
Link To Document :
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