Filip Vrbanić

University of Zagreb — Croatia

Engineering · Physical Sciences

9h-index229citations28works0.02yr avg
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Research Topics

Traffic Prediction and Management Techniques(22), Traffic control and management(17), Transportation Planning and Optimization(14), Autonomous Vehicle Technology and Safety(2), Human Mobility and Location-Based Analysis(2)

Publications27 total

Towards sustainable traffic control: evaluation of learning traffic controllers
Automatika·2025Open Access
Methodology for Identifying Representative Data-Driven Urban Motorway Traffic Scenarios
2025
Towards Synthetic Augmentation of Training Datasets Generated by Mobility-on-Demand Service Using Deep Variational Autoencoders
Applied Sciences·2025Open Access
Towards Synthetic Augmentation of Training Datasets Generated by Mobility-on-Demand Service Using Deep Variational Autoencoders
SSRN Electronic Journal·2024Open Access
Reinforcement Learning-Based Dynamic Zone Positions for Mixed Traffic Flow Variable Speed Limit Control with Congestion Detection
Machines·2023· 8 citedOpen Access
Impact of federated deep learning on vehicle-based speed control in mixed traffic flows
Journal of Parallel and Distributed Computing·2023· 5 cited
Reinforcement Learning-Based Dynamic Zone Placement Variable Speed Limit Control for Mixed Traffic Flows Using Speed Transition Matrices for State Estimation
Machines·2023· 7 citedOpen Access
Towards the spatial analysis of motorway safety in the connected environment by using explainable deep learning
Knowledge-Based Systems·2023· 10 citedOpen Access
Impact of Connected Vehicles on Learning based Adaptive Traffic Control Systems
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)·2022· 2 cited
Influence of Spatial Placement of Variable Speed Limit Zones on Urban Motorway Traffic Control
PROMET - Traffic&Transportation·2022· 4 citedOpen Access
Reinforcement Learning Based Variable Speed Limit Control for Mixed Traffic Flows Using Speed Transition Matrices for State Estimation
2022 30th Mediterranean Conference on Control and Automation (MED)·2022· 2 cited
Motorway Bottleneck Probability Estimation in Connected Vehicles Environment Using Speed Transition Matrices
Sensors·2022· 9 citedOpen Access
Influence of Variable Speed Limit Control on Fuel and Electric Energy Consumption, and Exhaust Gas Emissions in Mixed Traffic Flows
Sustainability·2022· 15 citedOpen Access
Autonomous Vehicles Parameter Influence on Mixed Traffic Flow on a Motorway: A Simulation Approach
Transportation research procedia·2022· 5 citedOpen Access
Spatial-Temporal Traffic Flow Control on Motorways Using Distributed Multi-Agent Reinforcement Learning
Mathematics·2021· 26 citedOpen Access
Dynamic Variable Speed Limit Zones Allocation Using Distributed Multi-Agent Reinforcement Learning
2021· 11 cited
Creating Representative Urban Motorway Traffic Scenarios: Initial Observations
2021· 4 cited
Reinforcement Learning Based Variable Speed Limit Control for Mixed Traffic Flows
2021· 16 cited
Variable Speed Limit and Ramp Metering for Mixed Traffic Flows: A Review and Open Questions
Applied Sciences·2021· 61 citedOpen Access
Traffic Flow Simulators with Connected and Autonomous Vehicles: A Short Review
Ecoproduction·2021· 23 cited
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Frequent Co-authors

Edouard Ivanjko(22), Martin Gregurić(12), Krešimir Kušić(8), Mladen Miletić(8), Dino Čakija(6), Leo Tišljarić(5), Željko Majstorović(4), Ivana Dusparić(2), Sadko Mandžuka(1), Tonči Carić(1), Lidija Babić(1), Luka Novačko(1), Josip Miloš(1), Patrik HRŠAK(1), Nikola TOPIĆ(1), Leon JAKŠIĆ(1), Miletić Miletić(1), Daniela Koltovska Nechoska(1)