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» Graph-Based Task Libraries for Robots: Generalization and Au...
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ICRA
2009
IEEE
161views Robotics» more  ICRA 2009»
14 years 1 months ago
Learning and generalization of motor skills by learning from demonstration
— We provide a general approach for learning robotic motor skills from human demonstration. To represent an observed movement, a non-linear differential equation is learned such ...
Peter Pastor, Heiko Hoffmann, Tamim Asfour, Stefan...
SARA
2009
Springer
14 years 1 months ago
Automated Redesign with the General Redesign Engine
: Given a system design (SD), a key task is to optimize this design to reduce the probability of catastrophic failures. We consider the task of redesigning an SD to minimize the pr...
Alexander Feldman, Gregory M. Provan, Johan de Kle...
GECCO
2007
Springer
177views Optimization» more  GECCO 2007»
14 years 18 days ago
Evolving virtual creatures revisited
Thirteen years have passed since Karl Sims published his work on evolving virtual creatures. Since then, several novel approaches to neural network evolution and genetic algorithm...
Peter Krcah