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  4. Data-driven extraction of drive functions for legged locomotion: A study on Cheetah-cub robot
 
conference poster not in proceedings

Data-driven extraction of drive functions for legged locomotion: A study on Cheetah-cub robot

Ajallooeian, Mostafa  
•
Sproewitz, Alexander  
•
Tuleu, Alexandre  
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2013
6th International Conference on Adaptive Motion of Animals and Machines, 2013

The process of finding working gaits for legged robots always, to different extents, includes manual tuning, systematic search, or optimization of control parameters. This process populates a dataset of control parameter vectors and respective robot behavior factors, like forward speed. The dataset obtained from a tuning process can include many gaits which share a similar performance in one behavior factor, e.g. speed, but differ in the control parameter vectors used. Our question here is, using the tuning dataset, how a continuous drive function can be calculated which takes the desired behavior, e.g. speed, and maps that to a control parameter vector. If this question is answered properly, then the robot operator (or a higher level controller) will have a single control knob to continuously change the desired behavior factor.

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