Florin Gogianu

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 6

Top Topics

Robotic Control

Spectral Features

Function Approximators

Autonomous Vehicles

Top Venues

IEEE Robotics Autom. Lett.

Publications

Florin Gogianu, Tudor Berariu, Mihaela Rosca, Claudia Clopath, Lucian Busoniu, Razvan Pascanu
Spectral Normalisation for Deep Reinforcement Learning: an Optimisation Perspective. CoRR (2021)
Cosmin Ginerica, Mihai Zaha, Florin Gogianu, Lucian Busoniu, Bogdan Trasnea, Sorin Mihai Grigorescu
ObserveNet Control: A Vision-Dynamics Learning Approach to Predictive Control in Autonomous Vehicles. IEEE Robotics Autom. Lett. 6 (4) (2021)
Cosmin Ginerica, Mihai Zaha, Florin Gogianu, Lucian Busoniu, Bogdan Trasnea, Sorin Mihai Grigorescu
ObserveNet Control: A Vision-Dynamics Learning Approach to Predictive Control in Autonomous Vehicles. CoRR (2021)
Florin Gogianu, Tudor Berariu, Mihaela Rosca, Claudia Clopath, Lucian Busoniu, Razvan Pascanu
Spectral Normalisation for Deep Reinforcement Learning: An Optimisation Perspective. ICML (2021)
Andrei Cristian Nica, Tudor Berariu, Florin Gogianu, Adina Magda Florea
Learning to Maximize Return in a Stag Hunt Collaborative Scenario through Deep Reinforcement Learning. SYNASC (2017)
Tudor Berariu, Florin Gogianu, Adina Magda Florea
Random Projection Based Representations for Learning Policies in Deterministic Atari Games. CSCS (2017)