Abstract
We introduce a simulation model of coordinated adaptive behavior of agents with homogeneous elements connected by springs. The agents accomplish a hill climbing task by coordinating the dynamics of active elements and responding to the spatial pattern of surface convexity. Transition between discrete movement patterns is observed while moving in a rugged environment. The difference of dynamics between approaching hills and avoiding hollows is distinct and can be interpreted as a dynamic categorization of bumps on the surface.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Gibson, J.J.: Observations on Active Touch. Psychological Review 69, 477–491 (1962)
Noë, A.: Action in Perception. MIT Press, Cambridge (2004)
Beer, R.D.: The Dynamics of Active Categorical Perception in an Evolved Model Agent. Adaptive Behavior 11(4), 209–243 (2003)
Morimoto, G., Ikegami, T.: Evolution of Plastic Sensory-motor Coupling and Dynamic Categorization. In: Proceedings of Artificial Life IX, pp. 188–193 (2004)
Nolfi, S., Marocco, D.: Active Perception: A Sensorimotor Account of Object Categorization, From Animals to Animats VII. In: Proceedings of the International Conference on Simulation of Adaptive Behavior, pp. 266–271 (2002)
Nolfi, S., Floreano, D.: Evolutionary Robotics. MIT Press, Cambridge (2000)
Pfeifer, R., Scheier, C.: Understanding Intelligence. MIT Press, Cambridge (1999)
Lever, C., Wills, T., Cacucci, F., Burgess, N., O’keefe, J.: Long-term Plasticity in Hippocampal Place-cell Representation of Environmental Geometry. Nature 416, 90–94 (2002)
iIZUKA, H., Ikegami, T.: Emergence of Body Image and the Dichotomy of Sensory and Motor Activity. In: Proceedings of the Symposium on Next Generation Approaches to Machine Consciousness, Hatfield, UK, pp. 104–109 (2005)
Pfeifer, R.: On the Role of Morphology and Materials in Adaptive Behavior. In: Proceedings of the 6th International Conference on the Simulation of Adaptive Behavior, pp. 23–32. MIT Press, Cambridge (2000)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Morimoto, G., Ikegami, T. (2006). Emergence of Coherent Coordinated Behavior in a Network of Homogeneous Active Elements. In: Nolfi, S., et al. From Animals to Animats 9. SAB 2006. Lecture Notes in Computer Science(), vol 4095. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11840541_42
Download citation
DOI: https://doi.org/10.1007/11840541_42
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-38608-7
Online ISBN: 978-3-540-38615-5
eBook Packages: Computer ScienceComputer Science (R0)