You will enhance product development by improving Wi-Fi access methods using Reinforcement Learning and testing your innovations with the ns-3 network simulator.
Anforderungen
- •Master's degree in Computer Science
- •Experience with Machine Learning
- •Familiarity with PyTorch
- •Experience with network simulators
- •Knowledge of wireless communication systems
- •Open-minded personality
- •Independent working style
- •Good in German or English
Deine Aufgaben
- •Impact future product development at Bosch.
- •Enhance Wi-Fi MAC sublayer access using RL.
- •Extend ns-3 network simulator for testing.
Original Beschreibung
## Job Description
* During your Master Thesis, you will have a real impact on a future product developed by Bosch.
* You will improve the Wi-Fi Medium Access Control (MAC) sublayer's channel access using Reinforcement Learning (RL) in a novel way.
* Last but not least, you will extend the ns-3 network simulator to test and evaluate your ideas.
## Qualifications
* **Education:** Master studies in the field of Computer Science, Communications Engineering, Electrical Engineering or comparable
* **Experience and Knowledge:** with Machine Learning, preferably in multi-agent or single-agent reinforcement learning; familiarity with ML frameworks, preferably PyTorch; experience with simulations, ideally using network simulators like ns-3; knowledge of wireless communication systems, preferably Wi-Fi
* **Personality and Working Practice:** you are an open-minded individual with an independent working style
* **Languages:** good in German or English
## Additional Information
**Start:** according to prior agreement
**Duration:** 6 months
Requirement for this thesis is the enrollment at university. Please attach your CV, transcript of records, examination regulations and if indicated a valid work and residence permit.
Diversity and inclusion are not just trends for us but are firmly anchored in our corporate culture. Therefore, we welcome all applications, regardless of gender, age, disability, religion, ethnic origin or sexual identity.
# LI-DNI