Random Projection Based Representations for Learning Policies in Deterministic Atari Games. - Tudor Berariu; Florin Gogianu; Adina Magda Florea (CSCS, 2017)

Learning to Maximize Return in a Stag Hunt Collaborative Scenario through Deep Reinforcement Learning. - Andrei Cristian Nica; Tudor Berariu; Florin Gogianu; Adina Magda Florea (SYNASC, 2017)

Spectral Normalisation for Deep Reinforcement Learning: An Optimisation Perspective. - Florin Gogianu; Tudor Berariu; Mihaela Rosca; Claudia Clopath; Lucian Busoniu; Razvan Pascanu (ICML, 2021)

ObserveNet Control: A Vision-Dynamics Learning Approach to Predictive Control in Autonomous Vehicles. - Cosmin Ginerica; Mihai V. Zaha; Florin Gogianu; Lucian Busoniu; Bogdan Trasnea; Sorin Mihai Grigorescu (IEEE Robotics Autom. Lett., 2021)

Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild. - Damien Teney; Liangze Jiang; Florin Gogianu; Ehsan Abbasnejad (CVPR, 2025)

Learning-Based Control of the Consensus Value in Unknown Graphs. - Florin Gogianu; Lucian Busoniu; Irinel-Constantin Morarescu (IEEE Control. Syst. Lett., 2025)