Berkeley Lab Research Scientist Mariam Kiran uses deep reinforcement learning and innovative multi-objective optimization techniques to train network controllers to predict network traffic and improve traffic engineering.
In our very first episode, we discuss machine learning (ML). First developed about 80 years ago, ML is a type of artificial intelligence centered on programs — called algorithms — that can teach themselves different ways of processing data after they are trained on sample data sets.