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» Robotic Control Using Hierarchical Genetic Programming
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AHS
2007
IEEE
269views Hardware» more  AHS 2007»
14 years 5 months ago
Automatic Synthesis of Fault Detection Modules for Mobile Robots
In this paper, we present a new approach for automatic synthesis of fault detection modules for autonomous mobile robots. The method relies on the fact that hardware faults typica...
Anders Lyhne Christensen, Rehan O'Grady, Mauro Bir...
SCAI
2001
14 years 7 days ago
A Step Towards Incremental On-Board Evolutionary Robotics
We apply evolutionary algorithm (EA) to the design of controller for adaptive robots. EAs can be successful for more complicated tasks, where traditional engineering methods strugg...
Pavel Petrovic
IJRR
2008
106views more  IJRR 2008»
13 years 11 months ago
Cooperative Cleaners: A Study in Ant Robotics
Abstract. In the world of living creatures, "simple minded" animals often cooperate to achieve common goals with amazing performance. One can consider this idea in the co...
Israel A. Wagner, Yaniv Altshuler, Vladimir Yanovs...
HRI
2006
ACM
14 years 4 months ago
Teaching robots by moulding behavior and scaffolding the environment
Programming robots to carry out useful tasks is both a complex and non-trivial exercise. A simple and intuitive method to allow humans to train and shape robot behaviour is clearl...
Joe Saunders, Chrystopher L. Nehaniv, Kerstin Daut...
GECCO
2008
Springer
133views Optimization» more  GECCO 2008»
13 years 12 months ago
Using feature-based fitness evaluation in symbolic regression with added noise
Symbolic regression is a popular genetic programming (GP) application. Typically, the fitness function for this task is based on a sum-of-errors, involving the values of the depe...
Janine H. Imada, Brian J. Ross