motion learning with fast marching - robot operating system

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Motion Learning with Fast Marching Javier V. Gómez www.javiervgomez.com ICRA 2013: Workshop on Motion Planning for Mobile Manipulation: State-of-the-art Methods and Tools

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Page 1: Motion Learning with Fast Marching - Robot Operating System

Motion Learning with Fast Marching

Javier V. Gómezwww.javiervgomez.com

ICRA 2013: Workshop on Motion Planning for Mobile Manipulation: State-of-the-art Methods and Tools

Page 2: Motion Learning with Fast Marching - Robot Operating System

Fast Marching Square

ICRA 2013: Workshop on Motion Planning for Mobile Manipulation: State-of-the-art Methods and Tools

A. Valero, J. V. Gomez, S. Garrido and L. Moreno, Fast Marching Methods in Path Planning, IEEE Robotics and Automation Magazine, accepted.

Page 3: Motion Learning with Fast Marching - Robot Operating System

Motion Learning with Fast Marching SquareAlgorithm

ICRA 2013: Workshop on Motion Planning for Mobile Manipulation: State-of-the-art Methods and Tools

J. V. Gomez, D. Alvarez, S. Garrido and L. Moreno, Kinesthetic Teaching via Fast Marching Square, IROS2012.

Page 4: Motion Learning with Fast Marching - Robot Operating System

Motion Learning with Fast Marching SquareSimulation

ICRA 2013: Workshop on Motion Planning for Mobile Manipulation: State-of-the-art Methods and Tools

J. V. Gomez, D. Alvarez, S. Garrido and L. Moreno, Kinesthetic Teaching via Fast Marching Square, IROS2012.

Page 5: Motion Learning with Fast Marching - Robot Operating System

Motion Learning with Fast Marching SquareResults in real dataset

ICRA 2013: Workshop on Motion Planning for Mobile Manipulation: State-of-the-art Methods and Tools

Data from Handwriting Motion Database, S.M. Khansari-Zahed and A.Billardhttp://lasa.epfl.ch/people/member.php?SCIPER=183746/#SEDS_Benchmark_Dataset

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Page 6: Motion Learning with Fast Marching - Robot Operating System

Motion Learning with Fast Marching SquareResult with 3D data

ICRA 2013: Workshop on Motion Planning for Mobile Manipulation: State-of-the-art Methods and Tools

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Page 7: Motion Learning with Fast Marching - Robot Operating System

Motion Learning with Fast Marching SquareImplementation on Manfred V2

ICRA 2013: Workshop on Motion Planning for Mobile Manipulation: State-of-the-art Methods and Tools

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Red and blue: Given demonstrations,Green: Reproductions

Page 8: Motion Learning with Fast Marching - Robot Operating System

Motion Learning with Fast Marching SquareImplementation on Manfred V2 - Demonstrations

ICRA 2013: Workshop on Motion Planning for Mobile Manipulation: State-of-the-art Methods and Tools

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Page 9: Motion Learning with Fast Marching - Robot Operating System

Motion Learning with Fast Marching SquareImplementation on Manfred V2 - Reproductions

ICRA 2013: Workshop on Motion Planning for Mobile Manipulation: State-of-the-art Methods and Tools

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Page 10: Motion Learning with Fast Marching - Robot Operating System

Thank you!

ICRA 2013: Workshop on Motion Planning for Mobile Manipulation: State-of-the-art Methods and Tools

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More info: www.javiervgomez.com/index.php/Fast_Marching_Square

[email protected]