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» Gait Adaptation in a Quadruped Robot
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GECCO
2008
Springer
113views Optimization» more  GECCO 2008»
13 years 6 months ago
Genetic programming based automatic gait generation for quadruped robots
This paper introduces a new approach to develop a fast gait for quadruped robot using genetic programming (GP). Several recent approaches have focused on the genetic algorithm (GA...
Kisung Seo, Soohwan Hyun
ROBOCUP
2005
Springer
78views Robotics» more  ROBOCUP 2005»
13 years 11 months ago
Reliable and Precise Gait Modeling for a Quadruped Robot
We present a parametric walk model for a four-legged robot. The walk model is improved using a genetic algorithm, but unlike previous approaches, the fitness is determined in a ru...
Uwe Düffert, Jan Hoffmann
CEC
2009
IEEE
14 years 6 days ago
Evolving coordinated quadruped gaits with the HyperNEAT generative encoding
— Legged robots show promise for complex mobility tasks, such as navigating rough terrain, but the design of their control software is both challenging and laborious. Traditional...
Jeff Clune, Benjamin E. Beckmann, Charles Ofria, R...
IJCAI
2007
13 years 6 months ago
Automatic Gait Optimization with Gaussian Process Regression
Gait optimization is a basic yet challenging problem for both quadrupedal and bipedal robots. Although techniques for automating the process exist, most involve local function opt...
Daniel J. Lizotte, Tao Wang, Michael H. Bowling, D...
ICRA
2008
IEEE
112views Robotics» more  ICRA 2008»
13 years 12 months ago
Speed and height control for a special class of running quadruped robots
— In this work a novel control method is presented for controlling the forward speed and apex height of a special class of running quadruped robot, with a dimensionless inertia o...
Nicholas Cherouvim, Evangelos Papadopoulos