Martin Gregurić

Martin Gregurić

Sveucilište u Zagrebu

H-index: 14

Europe-Croatia

About Martin Gregurić

Martin Gregurić, With an exceptional h-index of 14 and a recent h-index of 12 (since 2020), a distinguished researcher at Sveucilište u Zagrebu, specializes in the field of intelligent transportation systems, machine learning, data science, cooperative systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Reliable Learning-based Controllers and How Structured Simulation is a Path towards Them

The Impact of Unconditional Priority for Escorted Vehicles in Traffic Networks on Sustainable Urban Mobility

Reinforcement learning-based dynamic zone positions for mixed traffic flow variable speed limit control with congestion detection

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

Simulational analysis of two controllers for variable speed limit control

A review of reinforcement learning applications in adaptive traffic signal control

Impact of deep reinforcement learning on variable speed limit strategies in connected vehicles environments

Martin Gregurić Information

University

Position

Postdoc Faculty of Transport and Traffic Sciences

Citations(all)

465

Citations(since 2020)

369

Cited By

267

hIndex(all)

14

hIndex(since 2020)

12

i10Index(all)

20

i10Index(since 2020)

15

Email

University Profile Page

Sveucilište u Zagrebu

Google Scholar

View Google Scholar Profile

Martin Gregurić Skills & Research Interests

intelligent transportation systems

machine learning

data science

cooperative systems

Top articles of Martin Gregurić

Title

Journal

Author(s)

Publication Date

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

Journal of parallel and distributed computing

Martin Gregurić

Filip Vrbanić

Edouard Ivanjko

2024/4/1

Reliable Learning-based Controllers and How Structured Simulation is a Path towards Them

Krešimir Kušić

René Schumann

Martin Gregurić

Edouard Ivanjko

Marko Šoštarić

2023

The Impact of Unconditional Priority for Escorted Vehicles in Traffic Networks on Sustainable Urban Mobility

Sustainability

Miroslav Vujić

Martin Gregurić

Luka Dedić

Daniela Koltovska Nečoska

2023/12/22

Reinforcement learning-based dynamic zone positions for mixed traffic flow variable speed limit control with congestion detection

Machines

Filip Vrbanić

Martin Gregurić

Mladen Miletić

Edouard Ivanjko

2023/11/28

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

Knowledge-based systems

Martin Gregurić

Filip Vrbanić

Edouard Ivanjko

2023/6/7

Simulational analysis of two controllers for variable speed limit control

Proceedings of the institution of civil engineers-transport

Edouard Ivanjko

Krešimir Kušić

Martin Gregurić

2022/12

A review of reinforcement learning applications in adaptive traffic signal control

Mladen Miletić

Edouard Ivanjko

Martin Gregurić

Krešimir Kušić

2022/10

Impact of deep reinforcement learning on variable speed limit strategies in connected vehicles environments

Engineering applications of artificial intelligence

Martin Gregurić

Krešimir Kušić

Edouard Ivanjko

2022/6/1

Dynamic variable speed limit zones allocation using distributed multi-agent reinforcement learning

Krešimir Kušić

Edouard Ivanjko

Filip Vrbanić

Martin Gregurić

Ivana Dusparic

2021/9/19

Classification of Travel Modes from Cellular Network Data Using Machine Learning Algorithms

Leo Tišljarić

Dominik Cvetek

Valentin Vareškić

Martin Gregurić

2021/9/13

Agent-based Urban Traffic Control

Edouard Ivanjko

Martin Gregurić

Dino Čakija

Krešimir Kušić

Mladen Miletić

...

2021

Spatial-temporal traffic flow control on motorways using distributed multi-agent reinforcement learning

Mathematics

Krešimir Kušić

Edouard Ivanjko

Filip Vrbanić

Martin Gregurić

Ivana Dusparic

2021/11/30

Improvement of Variable Speed Limit Control Effectiveness in Context of Connected Vehicles

Martin Gregurić

Sadko Mandžuka

Miroslav Vujić

2020

Creating A Data-Set For Sustainable Urban Mobility Analysis: Lessons Learned

Mladen Miletić

Krešimir Kušić

Martin Gregurić

Daniela Koltovska Nečoska

Edouard Ivanjko

...

2020/9/14

Applying Unmanned Aerial Vehicles (UAV) in traffic investigation process

Pero Škorput

Sadko Mandžuka

Martin Gregurić

Maja Tonec Vrančić

2020

State complexity reduction in reinforcement learning based adaptive traffic signal control

Mladen Miletić

Krešimir Kušić

Martin Gregurić

Edouard Ivanjko

2020/9/14

Advanced Applications for Urban Motorway Traffic Control

Martin Gregurić

Sadko Mandžuka

Krešimir Vidović

2020

An overview of reinforcement learning methods for variable speed limit control

Krešimir Kušić

Edouard Ivanjko

Martin Gregurić

Mladen Miletić

2020/7/17

Application of deep reinforcement learning in traffic signal control: An overview and impact of open traffic data

Martin Gregurić

Miroslav Vujić

Charalampos Alexopoulos

Mladen Miletić

2020/6/10

Extended variable speed limit control using multi-agent reinforcement learning

Krešimir Kušić

Ivana Dusparic

Maxime Guériau

Martin Gregurić

Edouard Ivanjko

2020/9/20

See List of Professors in Martin Gregurić University(Sveucilište u Zagrebu)