Riano, Lorenzo and McGinnity, TM (2010) Emergent Behaviours Driven by Chaotic Dynamics. In: In Proc. of Learning and Adaptive Behaviour in Robotics Systems. TAROS. 6 pp. [Conference contribution]
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URL: http://isrc.ulster.ac.uk/images/stories/Staff/Robotics/Members/LRiano/Documents/lab-rs.pdf
Abstract
We explore the emergence of behaviours in a chaos driven robot. A two neurons neural network exhibits a rich variety of dynamics when stimulated with input. We linked the phase space of the network to two behaviour activation levels. A people detector is the input to the network. The results are surprising and they contradict the expectations, which is a clear signal of the emergence of non-programmed behaviours. An analysis and discussion of the results is presented, with pointers to future development and applications.
| Item Type: | Conference contribution (Paper) |
|---|---|
| Faculties and Schools: | Faculty of Computing & Engineering Faculty of Computing & Engineering > School of Computing and Intelligent Systems |
| Research Institutes and Groups: | Computer Science Research Institute Computer Science Research Institute > Intelligent Systems Research Centre |
| ID Code: | 19199 |
| Deposited By: | Dr Lorenzo Riano |
| Deposited On: | 01 Aug 2011 15:43 |
| Last Modified: | 01 Aug 2011 15:43 |
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