Evolving hand-eye coordination for a humanoid robot with machine code genetic programming

被引:0
|
作者
Langdon, WB
Nordin, P
机构
[1] UCL, London WC1E 6BT, England
[2] Chalmers Univ Technol, Inst Phys Resource Theory, S-41296 Gothenburg, Sweden
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中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
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.
引用
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页码:313 / 324
页数:12
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