Exploring Real Time Gaussian Process Motion Control

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  • Matlab Robot Library by sungjoon.choi@cpslab.snu.ac.kr.
  • Data-driven approaches achieve remarkable results for modeling nonlinear electromechanical systems based on collected data.
  • This work appears in the proceedings of the IEEE International Conference on Robotics and Automation (ICRA), 2016. Authors ...
  • PDF: https://ipvs.informatik.uni-stuttgart.de/mlr/papers/19-driess-ICRA.pdf Danny Driess, Daniel Hennes, Marc Toussaint, "Active ...
  • Proceedings of International Conference on Robotics and Automation (ICRA), 2020 Authors - Mohak Bhardwaj, Byron Boots and ...

In-Depth Information on Real Time Gaussian Process Motion Control

Sungjoon Choi, Eunwoo Kim, and Songhwai Oh, " a.k.a. Learning to Swing-Up and Balance from Scratch in under 3 Minutes Revisiting the classical cart-pole balancing system ... The talk presented at Workshop on George P. Kontoudis, Michael Otte, “Adaptive Exploration-Exploitation Active Learning of

This video demonstrates a new approach to improving controllers based on data obtained during operation. The approach ...

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