Ugo is a CIFRE PhD student with Renault Software Labs, under the supervision of prof. Pietro Michiardi. His research is directed towards applying probabilistic reinforcement learning methods to decision-making environments where safety is critical.

Ugo obtained a MSc in Electrical Engineering from INSA Lyon in 2018. After working on the control and trajectory planning for autonomous driving cars during an internship with Renault, he started a PhD focused around the decision-making and uncertainty quantification aspect of the same problem using reinforcement learning methods.