Filip Vrbanic

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Transition Matrices

Reinforcement Learning

Top Venues

Publications

Martin Greguric, Filip Vrbanic, Edouard Ivanjko
Impact of federated deep learning on vehicle-based speed control in mixed traffic flows. J. Parallel Distributed Comput. 186 (2024)
Martin Greguric, Filip Vrbanic, Edouard Ivanjko
Towards the spatial analysis of motorway safety in the connected environment by using explainable deep learning. Knowl. Based Syst. 269 (2023)
Mladen Miletic, Dino Cakija, Filip Vrbanic, Edouard Ivanjko
Impact of Connected Vehicles on Learning based Adaptive Traffic Control Systems. SMC (2022)
Leo Tisljaric, Filip Vrbanic, Edouard Ivanjko, Tonci Caric
Motorway Bottleneck Probability Estimation in Connected Vehicles Environment Using Speed Transition Matrices. Sensors 22 (7) (2022)
Filip Vrbanic, Leo Tisljaric, Zeljko Majstorovic, Edouard Ivanjko
Reinforcement Learning Based Variable Speed Limit Control for Mixed Traffic Flows Using Speed Transition Matrices for State Estimation. MED (2022)
Kresimir Kusic, Edouard Ivanjko, Filip Vrbanic, Martin Greguric, Ivana Dusparic
Dynamic Variable Speed Limit Zones Allocation Using Distributed Multi-Agent Reinforcement Learning. ITSC (2021)
Filip Vrbanic, Edouard Ivanjko, Sadko Mandzuka, Mladen Miletic
Reinforcement Learning Based Variable Speed Limit Control for Mixed Traffic Flows. MED (2021)