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» Evolutionary Robotics: A Review
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ICES
2003
Springer
108views Hardware» more  ICES 2003»
15 years 9 months ago
A Morphogenetic Evolutionary System: Phylogenesis of the POEtic Circuit
Abstract. This paper describes a new evolutionary mechanism developed specifically for cellular circuits. Called morphogenetic system, it is inspired by the mechanisms of gene exp...
Daniel Roggen, Dario Floreano, Claudio Mattiussi
146
Voted
DAGM
2007
Springer
15 years 7 months ago
Efficient Learning of Neural Networks with Evolutionary Algorithms
Abstract. In this article we present EANT2, a method that creates neural networks (NNs) by evolutionary reinforcement learning. The structure of NNs is developed using mutation ope...
Nils T. Siebel, Jochen Krause, Gerald Sommer
PPSN
1998
Springer
15 years 7 months ago
Comparison of Evolutionary Algorithms for Design Optimization
The production of specimen for microsystems or microcomponents is both, time and material-consuming. In a traditional design process the number of possible variations which can be ...
Wilfried Jakob, Martina Gorges-Schleuter, Ingo Sie...
GECCO
2003
Springer
15 years 9 months ago
Multi-objectivity as a Tool for Constructing Hierarchical Complexity
Abstract. This paper presents a novel perspective to the use of multiobjective optimization and in particular evolutionary multi-objective optimization (EMO) as a measure of comple...
Jason Teo, Minh Ha Nguyen, Hussein A. Abbass
ICRA
1994
IEEE
84views Robotics» more  ICRA 1994»
15 years 8 months ago
A Survey and Experimental Evaluation of Proximity Sensors for Space Robotics
This paper provides an overview of our selection process for proximity sensors for manipulator collision avoidance. Five categories of sensors have been considered for this use in...
Richard Volpe, Robert Ivlev