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» Combining Simulation and Reality in Evolutionary Robotics
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JIRS
2007
95views more  JIRS 2007»
13 years 10 months ago
Combining Simulation and Reality in Evolutionary Robotics
Juan Cristóbal Zagal, Javier Ruiz-del-Solar
ROBIO
2006
IEEE
123views Robotics» more  ROBIO 2006»
14 years 4 months ago
Evolutionary Robotics, Anticipation and the Reality Gap
— Evolutionary Robotics provide efficient tools and approach to address automatic design of controllers for automous mobile robots. However, the computational cost of the optimi...
Cédric Hartland, Nicolas Bredeche
GECCO
2010
Springer
178views Optimization» more  GECCO 2010»
14 years 3 months ago
Crossing the reality gap in evolutionary robotics by promoting transferable controllers
The reality gap, that often makes controllers evolved in simulation inefficient once transferred onto the real system, remains a critical issue in Evolutionary Robotics (ER); it p...
Sylvain Koos, Jean-Baptiste Mouret, Stéphan...
CEC
2007
IEEE
14 years 5 months ago
Combine and compare evolutionary robotics and reinforcement Learning as methods of designing autonomous robots
—The purpose of this paper is to present a comparison between two methods of building adaptive controllers for robots. In spite of the wide range of techniques which are used for...
Sergiu Goschin, Eduard Franti, Monica Dascalu, San...