PostDoc - Robotic and Machine Learning Research Scientist - Naver Labs Europe
NAVER LABS Europe
Published
25 June 2020
Location
Meylan, Grenoble, France, France
Category
Start date
as soon as possible
Duration
18 months

Description

As Robotics for autonomous manipulation and navigation is impacted by machine learning for coping with uncertainty of the real world, the Machine Learning and Optimization group is seeking to hire a post-doc to continue its recent development in efficient task learning.

While deep learning is becoming predominant in data-science, the introduction of this approach in robotic still is at its start and large progress can already be foreseen for the near future.

In the context of the task learning project, we are developing novel methods for robust and efficient task acquisition in the context of robotic-arm manipulation related to meta-learning and hierarchical control.

From a theoretical perspective, sequential decision making under uncertainty is already a major subject of the Machine Learning and Optimization group that we plan to continue developing.

For these reasons, we plan to hire a profile who will contribute to our vision at the frontier of modern machine learning and robotics. In this context, the successful candidate will work in close collaboration with Seungsu Kim and Julien Perez in the context of the robotic-arm task learning project.

 

Required skills

- A solid background in robotics

- A solid understanding of deep learning and differential programming (Pytorch or Tensorflow)

- PhD degree in robotics, mechanical engineering, electrical engineering or computer science

- Hands-on experiences on robot manipulation (e.g. kinematics and dynamics, path planning, control software components, dynamic simulation)

- Software development experiences in C++, Python, ROS tools and libraries

Application instructions

You can apply for this position online. Don't forget to upload your CV and cover letter before you submit. Incomplete applications will not be accepted.

About NAVER LABS

NAVER LABS Europe has full-time positions, PhD and PostDoc opportunities throughout the year which are advertised here and on international conference sites that we sponsor such as CVPR, ICCV, ICML, NeurIPS, EMNLP etc. NAVER LABS Europe is an equal opportunity employer.

LABS are in Grenoble in the French Alps. We have a multi and interdisciplinary approach to research with scientists in machine learning, computer vision, artificial intelligence, natural language processing, ethnography and UX working together to create next generation ambient intelligence technology and services that deeply understand users and their contexts.

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