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This video shows an unabridged number of trials that are needed to learn the skill of pole balancing with a 7 DOF Sarcos Dexterous Arm. Note that at the end of the movie, the pole's eigenfrequency is changed such that it can be demonstrated that the robot can quickly adapt to a new environment. |
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With the help of locally weighted learning, the task of devilsticking is learned in real-time in about 50-60 trials. A child requires about one week of one hour training to obtain similar performance. |
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Right-Click on the 
button and choose "Save Target As" or "Download Linked File" to download available software.
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| Learning Pole Balancing | Learning Devilsticking |