Adaptive Action Selection Mechanisms for Evolutionary Multimodular Robotics

Serge Kernbach, Thomas Schmickl, Heiko Hamann, J├╝rgen Stradner, Christopher S. F. Schwarzer, Florian Schlachter, Alan F.T. Winfield, Rene Matthias
Proceedings of the 12th International Conference on Artificial Life (Alife XII) (2010), 781-788

Abstract:

This paper focuses on the well-known problem in behavioral robotics - "what to do next". The problem addressed here lies in the selection of one activity to be executed from multiple regulative, homeostatic and developmental processes running onboard a reconfigurable multi-robot organism. We consider adaptive hardware and software frameworks and argue the non-triviality of action selection for evolutionary robotics. The paper overviews several deliberative, evolutionary and bio-inspired approaches for such an adaptive action selection mechanism.

mitpress.mit.edu/books/chapters/0262290758chap137.pdf


Projects: