Filip Vrbanic

According to our database, Filip Vrbanic authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Impact of federated deep learning on vehicle-based speed control in mixed traffic flows.

Martin Greguric, Filip Vrbanic, Edouard Ivanjko

J. Parallel Distributed Comput., April, 2024

2023

Towards the spatial analysis of motorway safety in the connected environment by using explainable deep learning.

Martin Greguric, Filip Vrbanic, Edouard Ivanjko

Knowl. Based Syst., 2023

2022

Motorway Bottleneck Probability Estimation in Connected Vehicles Environment Using Speed Transition Matrices.

Leo Tisljaric, Filip Vrbanic, Edouard Ivanjko, Tonci Caric

Sensors, 2022

Impact of Connected Vehicles on Learning based Adaptive Traffic Control Systems.

Mladen Miletic, Dino Cakija, Filip Vrbanic, Edouard Ivanjko

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Reinforcement Learning Based Variable Speed Limit Control for Mixed Traffic Flows Using Speed Transition Matrices for State Estimation.

Filip Vrbanic, Leo Tisljaric, Zeljko Majstorovic, Edouard Ivanjko

Proceedings of the 30th Mediterranean Conference on Control and Automation, 2022

2021

Reinforcement Learning Based Variable Speed Limit Control for Mixed Traffic Flows.

Filip Vrbanic, Edouard Ivanjko, Sadko Mandzuka, Mladen Miletic

Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

Dynamic Variable Speed Limit Zones Allocation Using Distributed Multi-Agent Reinforcement Learning.

Kresimir Kusic, Edouard Ivanjko, Filip Vrbanic, Martin Greguric, Ivana Dusparic

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021