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GECCO
2007
Springer
158views Optimization» more  GECCO 2007»
13 years 12 months ago
A novel generative encoding for exploiting neural network sensor and output geometry
A significant problem for evolving artificial neural networks is that the physical arrangement of sensors and effectors is invisible to the evolutionary algorithm. For example,...
David B. D'Ambrosio, Kenneth O. Stanley
ICRA
2002
IEEE
118views Robotics» more  ICRA 2002»
13 years 10 months ago
Fault Tolerance in Cooperative Manipulators
The problem of fault tolerance in cooperative manipulators rigidly connected to a solid object is addressed in this paper. Four faults are considered: free-swinging joint faults, ...
Renato Tinós, Marco H. Terra, Marcel Berger...
AROBOTS
2010
180views more  AROBOTS 2010»
13 years 6 months ago
Reactive direction control for a mobile robot: a locust-like control of escape direction emerges when a bilateral pair of model
Locusts possess a bilateral pair of uniquely identifiable visual neurons that respond vigorously to the image of an approaching object. These neurons are called the lobula giant m...
Shigang Yue, Roger D. Santer, Yoshifumi Yamawaki, ...
NN
2002
Springer
115views Neural Networks» more  NN 2002»
13 years 5 months ago
A self-organising network that grows when required
The ability to grow extra nodes is a potentially useful facility for a self-organising neural network. A network that can add nodes into its map space can approximate the input sp...
Stephen Marsland, Jonathan Shapiro, Ulrich Nehmzow
IWANN
2005
Springer
13 years 11 months ago
Vision-Based Walking Parameter Estimation for Biped Locomotion Imitation
Abstract. This paper proposes a new vision-based system that can extract walking parameters from human demonstration. The system uses only a non-calibrated USB webcam connected to ...
Juan Pedro Bandera Rubio, Changjiu Zhou, Francisco...