[robotics-worldwide] [jobs] Reinforcement Learning in Autonomous Driving

mhanselm michael.hanselmann at de.bosch.com
Thu Sep 14 07:06:13 PDT 2017

We are offering several positions in Reinforcement Learning for Autonomous
driving at the* Bosch Center for Artificial Intelligence (BCAI)* located in
Stuttgart, Southern Germany. 

Reinforcement Learning offers methods to solve sequential decision making
problems in stochastic and unstructured environments. Such problems are also
present in autonomous driving where autonomous cars need to take decisions
on many different levels (e.g., which route to take, when to merge etc.) and
have to cope with an open context setting. 

Current job offers include:

*Reinforcement learning researcher for autonomous driving*
	• Development and implementation of novel reinforcement (RL) and inverse
reinforcement learning (IRL) algorithms, in particular in the context of
situation understanding and decision making for highly automated /
autonomous driving 
	• Original research, theoretical investigations, publications at top
Machine Learning conferences and journals
	• Close contact to the scientific community in RL, scouting and assessment
of new approaches, publications on top conferences and journals
	• Technical discussions and creation of new ideas within the existing
Machine Learning research team
	• Supervision of Master and PhD students
Link:  Details

*PhD in Risk-averse Reinforcement Learning *
	• Development and implementation of risk-averse Reinforcement Learning
algorithms for decision making under uncertainty
	• Evaluation of developed algorithms on open datasets and on multi-modal
Bosch datasets for the lead application autonomous driving
	• Original research, collaboration with Machine Learning experts
	• Technical discussions and creation of new ideas within the existing
research team at the Bosch Center for Artificial Intelligence
	• Publications in top-tier journals and supervision of Master students
Link:  Details

We are looking forward to your application!

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