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» Developmental learning for autonomous robots
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116
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CEC
2007
IEEE
15 years 10 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...
124
Voted
AMS
2005
Springer
112views Robotics» more  AMS 2005»
15 years 9 months ago
Combining Learning and Programming for High-Performance Robot Controllers
Abstract. The implementation of high-performance robot controllers for complex control tasks such as playing autonomous robot soccer is tedious, errorprone, and a never ending prog...
Alexandra Kirsch, Michael Beetz
96
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ICARCV
2006
IEEE
100views Robotics» more  ICARCV 2006»
15 years 9 months ago
Autonomous Planned Color Learning on a Mobile Robot Without Labeled Data
Mohan Sridharan, Peter Stone
149
Voted
IROS
2006
IEEE
124views Robotics» more  IROS 2006»
15 years 9 months ago
Simulation of Acquisition of Locomotion of an Infant Robot
Abstract— The authors proposed a simulation method to clarify the developmental process of human locomotion using a model of infant robot. The infant robot has many degrees of fr...
Katsuyoshi Tsujita, Tatsuya Masuda
133
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ECAL
2003
Springer
15 years 8 months ago
Evolving Fractal Gene Regulatory Networks for Robot Control
Fractal proteins are a new evolvable method of mapping genotype to phenotype through a developmental process, where genes are expressed into proteins comprised of subsets of the Ma...
Peter J. Bentley