| Application of deep reinforcement learning in traffic signal control: An overview and impact of open traffic data M Gregurić, M Vujić, C Alexopoulos, M Miletić Applied Sciences 10 (11), 4011, 2020 | 105 | 2020 |
| An overview of reinforcement learning methods for variable speed limit control K Kušić, E Ivanjko, M Gregurić, M Miletić Applied Sciences 10 (14), 4917, 2020 | 57 | 2020 |
| A review of reinforcement learning applications in adaptive traffic signal control M Miletić, E Ivanjko, M Gregurić, K Kušić IET Intelligent Transport Systems 16 (10), 1269-1285, 2022 | 41 | 2022 |
| Impact of deep reinforcement learning on variable speed limit strategies in connected vehicles environments M Gregurić, K Kušić, E Ivanjko Engineering applications of artificial intelligence 112, 104850, 2022 | 39 | 2022 |
| Extended variable speed limit control using multi-agent reinforcement learning K Kušić, I Dusparic, M Guériau, M Gregurić, E Ivanjko 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 36 | 2020 |
| Pilot implementation of public transport priority in the city of Zagreb M Vujić, S Mandzuka, M Greguric Promet-Traffic&Transportation 27 (3), 257-265, 2015 | 31 | 2015 |
| A comparison of different state representations for reinforcement learning based variable speed limit control K Kušić, E Ivanjko, M Gregurić 2018 26th Mediterranean Conference on Control and Automation (MED), 1-6, 2018 | 26 | 2018 |
| Ramp metering control based on the Q-learning algorithm E Ivanjko, D Koltovska Nechoska, M Gregurić, M Vujić, G Jurković, ... Cybernetics and Information Technologies 15 (5), 2015 | 26 | 2015 |
| Cooperative ramp metering simulation M Gregurić, E Ivanjko, S Mandžuka 2014 37th International Convention on Information and Communication …, 2014 | 26 | 2014 |
| Spatial-temporal traffic flow control on motorways using distributed multi-agent reinforcement learning K Kušić, E Ivanjko, F Vrbanić, M Gregurić, I Dusparic Mathematics 9 (23), 3081, 2021 | 23 | 2021 |
| Variable speed limit control based on deep reinforcement learning: A possible implementation M Gregurić, K Kušić, F Vrbanić, E Ivanjko 2020 International Symposium ELMAR, 67-72, 2020 | 22 | 2020 |
| The use of cooperative ITS in urban traffic management S Mandžuka, E Ivanjko, M Vujić, P Škorput, M Gregurić Intell. Transp. Syst. Technol. Appl, 272-288, 2015 | 21 | 2015 |
| Improvement of highway level of service using ramp metering M Gregurić, M Buntić, E Ivanjko, S Mandžuka Proceedings of the 21st international symposium on electronics in transport …, 2013 | 18 | 2013 |
| The use of cooperative approach in ramp metering M Gregurić, E Ivanjko, S Mandžuka Promet-Traffic&Transportation 28 (1), 11-22, 2016 | 17 | 2016 |
| State complexity reduction in reinforcement learning based adaptive traffic signal control M Miletić, K Kušić, M Gregurić, E Ivanjko 2020 International Symposium ELMAR, 61-66, 2020 | 16 | 2020 |
| Comparison of two controllers for variable speed limit control K Kušić, N Korent, M Gregurić, E Ivanjko 2016 International Symposium ELMAR, 101-106, 2016 | 16 | 2016 |
| Dynamic variable speed limit zones allocation using distributed multi-agent reinforcement learning K Kušić, E Ivanjko, F Vrbanić, M Gregurić, I Dusparic 2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021 | 15 | 2021 |
| Simulational analysis of two controllers for variable speed limit control E Ivanjko, K Kušić, M Gregurić Proceedings of the institution of civil engineers-transport 175 (7), 413-425, 2022 | 12 | 2022 |
| Applying Unmanned Aerial Vehicles (UAV) in traffic investigation process P Škorput, S Mandžuka, M Gregurić, MT Vrančić International Conference “New Technologies, Development and Applications …, 2019 | 12 | 2019 |
| Towards the spatial analysis of motorway safety in the connected environment by using explainable deep learning M Gregurić, F Vrbanić, E Ivanjko Knowledge-based systems 269, 110523, 2023 | 11 | 2023 |
