Title :
Path selection and coordination for multiple robots via Nash equilibria
Author :
LaValle, Steven M. ; Hutchinson, Seth A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Univ., Urbana, IL, USA
Abstract :
We present a method for analyzing and selecting time-optimal coordination strategies for n robots whose configurations are constrained to lie on a C-space roadmap (which could, for instance, represent a Voronoi diagram). We consider independent objective functionals, associated with each robot, together in a game-theoretic context in which maximal Nash equilibria represent the favorable strategies. Within this framework additional criteria, such as priority or the amount of sacrifice one robot makes, can be applied to select a particular equilibrium. An algorithm that determines all of the maximal Nash equilibria for a given problem is presented along with several computed examples for two and three robots
Keywords :
game theory; optimisation; path planning; position control; robots; C-space roadmap; Nash equilibria; game theory; multiple robots; objective functionals; path coordination; path selection; robots; time optimal coordination; Cost function; Game theory; Motion analysis; Motion planning; Nash equilibrium; Orbital robotics; Path planning; Performance analysis; Robot kinematics; Trajectory;
Conference_Titel :
Robotics and Automation, 1994. Proceedings., 1994 IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-8186-5330-2
DOI :
10.1109/ROBOT.1994.351192