201. Ergodic Dynamics for Large-Scale Distributed Robot Systems.
- Author
-
Calude, Cristian S., Dinneen, Michael J., Păun, Gheorghe, Rozenberg, Grzegorz, Stepney, Susan, Shell, Dylan A., and Matarić, Maja J.
- Abstract
Intelligent autonomous robotics is a promising area with many potential applications that could benefit from non-traditional models of computation. Information processing systems interfaced with the real world must deal with a continuous and uncertain environment, and must cope with interactions across a range of time-scales. Robotics problems resist existing tools and, consequently, new perspectives are needed to address these challenges. Toward that end, we describe a dynamics-based model for computing in large-scale distributed robot systems. The proposed method employs a compositional approach, constructing robot controllers from ergodic processes. We describe application of the method to two multi-robot tasks: decentralised task allocation, and collective strategy selection. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF