Variable speed limit and ramp metering for mixed traffic flows: A review and open questions F Vrbanić, E Ivanjko, K Kušić, D Čakija Applied Sciences 11 (6), 2574, 2021 | 48 | 2021 |
A digital twin in transportation: Real-time synergy of traffic data streams and simulation for virtualizing motorway dynamics K Kušić, R Schumann, E Ivanjko Advanced Engineering Informatics 55, 101858, 2023 | 40 | 2023 |
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 | 40 | 2020 |
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 | 27 | 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 | 27 | 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 | 23 | 2022 |
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 | 23 | 2018 |
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 | 18 | 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 | 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 |
Traffic flow simulators with connected and autonomous vehicles: A short review F Vrbanić, D Čakija, K Kušić, E Ivanjko Transformation of Transportation, 15-30, 2021 | 13 | 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 | 11 | 2022 |
Short review of approaches for variable speed limit control M Gregurić, E Ivanjko, N Korent, K Kušić ZIRP2016, Zagreb, Croatia 12, 41-52, 2016 | 11 | 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 | 10 | 2020 |
Building a motorway digital twin in SUMO: Real-time simulation of continuous data stream from traffic counters K Kušić, R Schumann, E Ivanjko 2022 International Symposium ELMAR, 71-76, 2022 | 7 | 2022 |
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 | 7 | 2021 |
Influence of Spatial Placement of Variable Speed Limit Zones on Urban Motorway Traffic Control J Miloš, P Hršak, N Topić, L Jakšić, K Kušić, F Vrbanić, E Ivanjko Promet-Traffic&Transportation 34 (4), 511-522, 2022 | 4 | 2022 |
A method to calibrate variable speed limit control on high-truck share roads HT Vizioli, K Kušić, E Ivanjko, AL Cunha Nepoznat skup, 204-211, 2021 | 1 | 2021 |
A Method to Calibrate Variable Speed Limit Control on High-Truck Share Roads: A Case Study in Brazil HT Vizioli, K Kušić, E Ivanjko, AL Cunha Brazilian Technology Symposium, 204-211, 2020 | 1 | 2020 |
Creating A Data-Set For Sustainable Urban Mobility Analysis: Lessons Learned M Miletić, K Kušić, M Gregurić, DK Nečoska, E Ivanjko, H Kalinić 2020 International Symposium ELMAR, 73-78, 2020 | 1 | 2020 |