Postdoc: Safe Reinforcement Learning for Motion Planning: Simulator

Postdoc: Safe Reinforcement Learning for Motion Planning: Simulator

Published Deadline Location
17 Jan 1 Mar Delft

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Job description

An open-source real-world simulation environment will be built by incorporating physics engine and perception algorithms to test reinforcement learning algorithms. The PostDoc will establish a standard test set that considers multiple influencing factors such as multiple platforms, multiple operating conditions and multiple system configurations. A flexible and reliable task configuration reference standard for different scenarios can be derived. In this project, we will collaborate with AnkoBot to develop novel smart and safe cleaning robots’ concepts. 

Specifications

Delft University of Technology (TU Delft)

Requirements

The candidate is expected to have background and interest in control theory, machine learning and software/hardware system development. Knowledge on unmanned system, motion planning, and/or ROS will be an advantage. The applicant should have demonstrated ability to conduct high-quality re-search according to international standards, as demonstrated by publications in international, high-quality journals. A very good command of the English language is required, as well as excellent communication skills. 

Conditions of employment

Fixed-term contract: 12 months.

TU Delft offers a customisable compensation package, a discount for health insurance and sport memberships, and a monthly work costs contribution. Flexible work schedules can be arranged. An International Children’s Centre offers childcare and an international primary school. Dual Career Services offers support to accompanying partners. Salary and benefits are in accordance with the Collective Labour Agreement for Dutch Universities. 

Employer

Technische Universiteit Delft

Delft University of Technology (TU Delft) is a multifaceted institution offering education and carrying out research in the technical sciences at an internationally recognised level. Education, research and design are strongly oriented towards applicability. TU Delft develops technologies for future generations, focusing on sustainability, safety and economic vitality. At TU Delft you will work in an environment where technical sciences and society converge. TU Delft comprises eight faculties, unique laboratories, research institutes and schools.

Department

Faculty Mechanical, Maritime and Materials Engineering

Faculty Mechanical, Maritime and Materials Engineering

The faculty Mechanical, Maritime and Materials Engineering (3mE) trains committed engineering students, PhD candidates and post-doctoral researchers in ground-breaking scientific research in the fields of mechanical, maritime and materials engineering. 3mE is the epitome of a dynamic, innovative faculty, with a European scope that contributes demonstrable economic and social benefits.

The main focus of the Cognitive Robotics department is the development of intelligent robots and vehicles that will advance mobility, productivity and quality of life. Our mission is to bring robotic solutions to human-inhabited environments, focusing on research in the areas of machine perception, motion planning and control, machine learning, automatic control and physical interaction of intelligent machines with humans. We combine fundamental research with work on physical demonstrators in areas such as self-driving vehicles, collaborative industrial robots, mobile manipulators and haptic interfaces. Strong collaborations exist with cross-faculty institutes TU Delft Robotics Institute and TU Delft Transport Institute), our national robotic ecosystem (RoboValley, Holland Robotics) and international industry and academia.  

Specifications

  • Postdoc
  • Engineering; Natural sciences
  • max. 38 hours per week
  • €3255—€4274 per month
  • Doctorate
  • 3mE19-111

Employer

Delft University of Technology (TU Delft)

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Location

Mekelweg 2, 2628 CD, Delft

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