Florin Gogianu and Tudor Berariu: Spectral Normalisation in Deep Reinforcement Learning


Florin Gogianu is a member of Bitdefender's Machine Learning & Cryptography unit and a PhD student at the Technical University of Cluj-Napoca, Romania. His main interests revolve around the problem of learning good representations for Deep Reinforcement Learning, leading to agents with better generalization properties and improved sample complexity. Tudor Berariu is a PhD student at Imperial College London, researching plasticity of neural networks. He is a member of the Clopath lab, being supervised by Claudia Clopath and Răzvan Pașcanu. His main research interests are in the areas of continual learning and optimisation of deep neural networks.