Connectionists: Position at Bosch AI research: Hierarchical Reinforcement Learning

[Hanselmann Michael (CR/PJ-AI-R4)]

The Bosch Center for Artificial Intelligence (BCAI) provides solutions and services in AI technologies to Bosch's business units in mobility, consumer good, industrial technology, and smart buildings. The center works in collaboration with a large team of researchers, engineers, and software providers. We are now hiring Machine Learners for Autonomous Driving, offering a fascinating job in a team of highly motivated top experts in one of the most exciting areas of technology.



See https://www.bosch-ai.com for more information.

Hierarchical Reinforcement Learning Researcher

·         Development of novel reinforcement learning (RL) approaches for complex decision making problems and motion control in autonomous driving
·         Main research topic: Learning hierarchical and modularized policies for generalizable and multi-task decision making
·         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
·         Close cooperation and technical discussion with other internal Machine Learning experts
·         Supervision of Master and PhD students

Requirements:
- PhD in Machine Learning (preferably Reinforcement Learning) with excellent publication record
- Proven programming skills in Python and preferably in modern Deep Learning frameworks (Tensorflow, PyTorch,...)
- Experience in development and implementation of state-of-the-art RL technologies
- Preferably experience with real-world RL applications
- Broad knowledge of machine learning and optimization algorithms as well as principles
- Strong team player, motivation and ability to define personal research roadmap
- Strong English skills, motivation to work in an interdisciplinary and international team

Please apply here: https://www.bosch-career.de/bewerben/jobsearch/-/cui/media/uj8m_SFIXp3E-wSM0gGsEztNCEE-o9dsDMP_0U_ZeXUbqgWBKNlFUM8dWzI4G-ZYIr4LO0YWuLGVfb30Tv8lZwu8meg9xfFwp9VA9BzEuphNsGMddkJihMNOIljw0erLoNHliJf3RP_-ldVbKuR4u0yctrbD3CiiZrKejNLXDsRChlVm0eW0XldLb2QoRDsOr_R--SyIxtcpinstE3ve3JndyNcUPgyeVc6BubbxL30*

Mit freundlichen Grüßen / Best regards

Dr. Michael Hanselmann

Bosch Center for AI - Research (CR/PJ-AI-R4)
Robert Bosch GmbH | Renningen | 70465 Stuttgart | GERMANY | www.bosch.com<http://www.bosch.com>
Tel. +49 711 811-49420 | Mobil +49 1525 8813459 | Fax +49 711 811-5194774 | Michael.Hanselmann at de.bosch.com<mailto:Michael.Hanselmann at de.bosch.com>

Sitz: Stuttgart, Registergericht: Amtsgericht Stuttgart, HRB 14000;
Aufsichtsratsvorsitzender: Franz Fehrenbach; Geschäftsführung: Dr. Volkmar Denner,
Prof. Dr. Stefan Asenkerschbaumer, Dr. Rolf Bulander, Dr. Stefan Hartung, Dr. Markus Heyn, Dr. Dirk Hoheisel,
Christoph Kübel, Uwe Raschke, Peter Tyroller


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