Title :
Linguistic control of mobile robots
Author :
Egerstedt, M. Agnus
Author_Institution :
Div. of Eng. & Appl. Sci., Harvard Univ., Cambridge, MA, USA
Abstract :
We study the interactions between symbolic computer programs and mechanical devices, e.g. mobile robots. We show that by using motion description languages for generating continuous motions from symbolic input strings, this interaction between the continuous and the discrete can be given a meaningful control theoretic interpretation. We furthermore illustrate how robot behaviors can be learned within this framework. We also investigate how to choose the motion description languages in order to minimize the lengths of the inputs to the robots
Keywords :
closed loop systems; computational complexity; continuous time systems; discrete time systems; formal languages; learning (artificial intelligence); mobile robots; path planning; robot kinematics; continuous motions; control theoretic interpretation; linguistic control; mobile robots; motion description languages; robot behaviors; symbolic computer programs; symbolic input strings; Concrete; Control systems; Floors; Machine tools; Mobile robots; Motion control; Motor drives; Navigation; Real time systems; Robot control;
Conference_Titel :
Intelligent Robots and Systems, 2001. Proceedings. 2001 IEEE/RSJ International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
0-7803-6612-3
DOI :
10.1109/IROS.2001.976279