Title :
Integrated Mission Specification and Task Allocation for Robot Teams - Design and Implementation
Author :
Ulam, Patrick ; Endo, Yoichiro ; Wagner, Alan ; Arkin, Ronald
Author_Institution :
Coll. of Comput., Georgia Inst. of Technol., Atlanta, GA
Abstract :
As the capabilities, range of missions, and the size of robot teams increase, the ability for a human operator to account for all the factors in these complex scenarios can become exceedingly difficult. Our previous research has studied the use of case-based reasoning (CBR) tools to assist a user in the generation of multi-robot missions. These tools, however, typically assume that the robots available for the mission are of the same type (i.e., homogeneous). We loosen this assumption through the integration of contract-net protocol (CNP) based task allocation coupled with a CBR-based mission specification wizard. Two alternative designs are explored for combining case-based mission specification and CNP-based team allocation as well as the tradeoffs that result from the selection of one of these approaches over the other.
Keywords :
case-based reasoning; mobile robots; multi-robot systems; case-based reasoning; contract-net protocol; mission specification; multirobot mission; robot teams; task allocation; Diversity reception; Educational institutions; Humans; Mobile robots; Packaging; Protocols; Robot sensing systems; Robotics and automation; Target tracking; USA Councils;
Conference_Titel :
Robotics and Automation, 2007 IEEE International Conference on
Conference_Location :
Roma
Print_ISBN :
1-4244-0601-3
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2007.364161