Ricerc@Sapienza

I am working on a mathematical framework for some probabilistic model-based Reinforcement Learning methods. Our model is based on optimal control problems with uncertain dynamics, where the cost is averaged over a family of possible dynamics. Other research interests include numerical methods for optimal control problems, numerical methods for Hamilton-Jacobi equations, 3D reconstruction and Photometric Stereo.