julien forgeat
Senior Specialist AI Infrastructure, Ericsson

Julien Forgeat is a senior specialist in artificial intelligence (AI) infrastructure at Ericsson. He joined Ericsson after spending several years working on network analysis and optimization. At Ericsson, Julien has worked on mobile learning, internet of things, and big data analytics, and now specializes in AI infrastructure. His research focuses on the software components required to run AI and machine learning workloads at scale. He holds an MEng in computer science from the National Institute of Applied Sciences in Lyon, France.

Sessions

4:00pm–4:40pm Wednesday, September 11, 2019

Location: 230 B

AI for cell shaping in mobile networks

R&D and Innovation

Secondary topics: Reinforcement Learning

julien forgeat (Ericsson)

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Cell shaping is used to configure radio antenna parameters to improve the service quality. Julien Forgeat explores a reinforcement learning (RL) approach to configuring radio antenna parameters using industry-leading radio simulators from Ericsson and UC Berkeley RISELab's Ray distributed compute framework together with its built-in RL algorithm in RLlib. Read more.