Martin Gregurić

Application of Deep Reinforcement Learning in Traffic Signal Control: An Overview and Impact of Open Traffic Data

Martin Gregurić, Miroslav Vujić, Charalampos Alexopoulos et al. · Applied Sciences · 2020 · 92 citations · Full text

Engineering, Machine Learning, Education +17

An Overview of Reinforcement Learning Methods for Variable Speed Limit Control

Krešimir Kušić, Edouard Ivanjko, Martin Gregurić et al. · Applied Sciences · 2020 · 43 citations · Full text

Artificial Intelligence, Engineering, Intelligent Systems +16

Impact of Deep Reinforcement Learning on Variable Speed Limit strategies in connected vehicles environments

Martin Gregurić, Krešimir Kušić, Edouard Ivanjko · Engineering Applications of Artificial Intelligence · 2022 · 36 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Extended Variable Speed Limit control using Multi-agent Reinforcement Learning

Krešimir Kušić, Ivana Dusparić, Maxime Guériau et al. · 2020 · 29 citations

Artificial Intelligence, Multi-agent Reinforcement Learning, Engineering +16

Spatial-Temporal Traffic Flow Control on Motorways Using Distributed Multi-Agent Reinforcement Learning

Krešimir Kušić, Edouard Ivanjko, Filip Vrbanić et al. · Mathematics · 2021 · 26 citations · Full text

Artificial Intelligence, Intelligent Traffic Management, Engineering +10