2018
DOI: 10.1002/pamm.201800138
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Parameter Optimization of a Reduced Model for Multi‐Contact Locomotion of Humanoid Robots

Abstract: In this study, we investigate a reduced model intended for approximating the complex multi-body dynamics of our full-sized humanoid robot LOLA. In particular, we compare various optimization algorithms to find an optimal set of model parameters. For rating parameter sets, we define a cost function which penalizes differences between the simulated motion of the fulland reduced model. Due to the complex motions of a walking humanoid robot, which includes cyclic opening and closing contacts, one is easily trapped… Show more

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