Title :
Emergent Behaviours Driven by Chaotic Dynamics
Author :
Riano, Lorenzo ; McGinnity, Martin
Author_Institution :
Intell. Syst. Res. Centre, Univ. of Ulster, Londonderry, UK
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.
Keywords :
human-robot interaction; neurocontrollers; recurrent neural nets; robot dynamics; behaviour activation levels; chaos driven robot; chaotic dynamics; emergent behaviours; neurons neural network; people detector; Artificial neural networks; Bifurcation; Chaos; Neurons; Robot sensing systems; Trajectory; Bio-inspired algorithms and technologies; Cognitive Robotics; Neural Networks;
Conference_Titel :
Emerging Security Technologies (EST), 2010 International Conference on
Conference_Location :
Canterbury
Print_ISBN :
978-1-4244-7845-3
Electronic_ISBN :
978-0-7695-4175-4