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Evolving Hand-Eye Coordination for a Humanoid Robot with Machine Code Genetic Programming

, and . Genetic Programming, Proceedings of EuroGP'2001, volume 2038 of LNCS, page 313--324. Lake Como, Italy, Springer-Verlag, (18-20 April 2001)

Abstract

We evolve, using AIMGP machine code genetic programming, Discipulus, an approximation of the inverse kinematics of a real robotics arm with many degrees of freedom. Elvis is a bipedal robot with human-like geometry and motion capabilities --- a humanoid, primarily controlled by evolutionary adaptive methods. The GP system produces a useful inverse kinematic mapping, from target 3-D points (via pairs of stereo video images) to a vector of arm controller actuator set points.

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