AI Research Internship: Optimizing mmWave Deployments for Sustainable 6G Networks
il y a 4 semaines
About this opportunity
We are seeking a highly motivated and skilled Master student to join our team as an AI Research Intern in the field of 6G networks. The successful candidate will work on optimizing mmWave deployments for sustainable 5G and 6G networks using AI and Reinforcement Learning techniques.
Why Ericsson?
At Ericsson, we are a world leader in the rapidly changing environment of communications technology. We provide hardware, software, and services to enable the full value of connectivity. Our team is driven to go beyond the status quo to build what's next.
Our purpose
To create connections that make the unimaginable possible.
Our vision
A world where limitless connectivity improves lives, redefines business, and pioneers a sustainable future.
Key responsibilities
- Investigate different solution using Multi-agent Reinforcement Learning (RL) for automating the selection of SSB codebooks in high mmWave environments to enhance the performance of future mobile networks.
- Familiarize yourself with the simulator and customized Gym SSB-environment, review existing literature and frameworks on Multi-agent RL.
- Propose novel Multi-agent RL techniques and adapt the environments to incorporate service differentiation among UEs, and finally, evaluate algorithm performance through simulations or experiments in realistic scenarios.
Requirements
- Good understanding of Machine Learning algorithms (Reinforcement Learning, Generative-AI, Neural Networks, times series, etc.).
- Good foundation in practical programming skills, experience in Python and in using scientific Python packages such as PyTorch, Scikit-learn, Numpy, etc.
- Background in telecommunication networks will be appreciated, although not a must. Rather a genuine interest in the applications of the telecom (5G/6G) world and willingness to learn.
- Excellent communication skills both in written and spoken English.
- Knowledge about stack technologies and cloud architectures (optional but recommended): Git, Docker, Kubernetes.
What we offer
Interns who join us will enjoy an outstanding chance to make connections, to make change, to make a real difference. We are always looking for interns to become permanent members of our Ericsson team, so you'll have the opportunity to discuss your future with us during your internship.
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