Classifying Simulated Driving Scenarios from Automated Cars. - Marianna Cossu; Jorge Leonardo Quimi Villon; Francesco Bellotti; Alessio Capello; Alessandro De Gloria; Luca Lazzaroni; Riccardo Berta (ApplePies, 2021)

Developing a Synthetic Dataset for Driving Scenarios. - Jacopo Motta; Francesco Bellotti; Riccardo Berta; Alessio Capello; Marianna Cossu; Alessandro De Gloria; Luca Lazzaroni; Stefano Bonora (ApplePies, 2021)

Adapting Autonomous Agents for Automotive Driving Games. - Gabriele Campodonico; Francesco Bellotti; Riccardo Berta; Alessio Capello; Marianna Cossu; Alessandro De Gloria; Luca Lazzaroni; Tommaso Taccioli; Federico Davio (GALA, 2021)

Investigating High-Level Decision Making for Automated Driving. - Alessio Capello; Luca Forneris; Alessandro Pighetti; Francesco Bellotti; Luca Lazzaroni; Marianna Cossu; Alessandro De Gloria; Riccardo Berta (ApplePies, 2022)

Developing a Toolchain for Synthetic Driving Scenario Datasets. - Marianna Cossu; Riccardo Berta; Alessio Capello; Alessandro De Gloria; Luca Lazzaroni; Francesco Bellotti (ApplePies, 2022)

Efficient Uploading of.Csv Datasets into a Non-Relational Database Management System. - Matteo Fresta; Francesco Bellotti; Alessio Capello; Marianna Cossu; Luca Lazzaroni; Alessandro De Gloria; Riccardo Berta (ApplePies, 2022)

Deep Reinforcement Learning for Automated Car Parking. - Luca Lazzaroni; Francesco Bellotti; Alessio Capello; Marianna Cossu; Alessandro De Gloria; Riccardo Berta (ApplePies, 2022)

High-Level Decision-Making Non-player Vehicles. - Alessandro Pighetti; Luca Forneris; Luca Lazzaroni; Francesco Bellotti; Alessio Capello; Marianna Cossu; Alessandro De Gloria; Riccardo Berta (GALA, 2022)

YoloP-Based Pre-processing for Driving Scenario Detection. - Marianna Cossu; Riccardo Berta; Luca Forneris; Matteo Fresta; Luca Lazzaroni; Jean-Louis Sauvaget; Francesco Bellotti (ApplePies, 2023)

A Synthetic Dataset Generator for Automotive Overtaking Maneuver Detection. - Luca Forneris; Riccardo Berta; Alessio Capello; Marianna Cossu; Matteo Fresta; Fabio Tango; Francesco Bellotti (ApplePies, 2023)

Automated Parking in CARLA: A Deep Reinforcement Learning-Based Approach. - Luca Lazzaroni; Alessandro Pighetti; Francesco Bellotti; Alessio Capello; Marianna Cossu; Riccardo Berta (ApplePies, 2023)

A Teacher-Configurable Scoring System for Serious Games. - Alessandro Pighetti; Luca Forneris; Francesco Bellotti; Alessio Capello; Marianna Cossu; Giuseppe Gioco; Riccardo Berta (GALA, 2023)

Supporting a .csv-based Workflow in MongoDB for Data Analysts. - Matteo Fresta; Alessio Capello; Francesco Bellotti; Luca Lazzaroni; Marianna Cossu; Riccardo Berta (ISIE, 2023)

Explaining a Deep Reinforcement Learning (DRL)-Based Automated Driving Agent in Highway Simulations. - Francesco Bellotti; Luca Lazzaroni; Alessio Capello; Marianna Cossu; Alessandro De Gloria; Riccardo Berta (IEEE Access, 2023)

Implementing Deep Reinforcement Learning (DRL)-based Driving Styles for Non-Player Vehicles. - Luca Forneris; Alessandro Pighetti; Luca Lazzaroni; Francesco Bellotti; Alessio Capello; Marianna Cossu; Riccardo Berta (Int. J. Serious Games, 2023)

RL-Based Generation of a Synthetic Automotive Driving Scenario Dataset. - Riccardo Berta; Francesco Bellotti; Marianna Cossu; Luca Forneris; Luca Lazzaroni; Alessandro Pighetti (ApplePies, 2024)

Comparing Detection-Based and Motion-Based Preprocessing of Video Frames for Automated Driving Scenario Detection. - Marianna Cossu; Riccardo Berta; Mohammad Ali Bagheri Orumi; Luca Lazzaroni; Jean-Louis Sauvaget; Hind Touil; Francesco Bellotti (ApplePies, 2024)

Setting Up a Lightweight Simulation Environment for Automated Driving Dataset Collection. - Luca Forneris; Francesco Bellotti; Riccardo Berta; Marianna Cossu; Matteo Fresta; Raziye Rezaieamale; Hadise Rojhan; Vafali Soltanmuradov; Fabio Tango; Luca Lazzaroni (ApplePies, 2024)

A Simulation-based Framework for Highway Driving Scenario Recognition. - Marianna Cossu (2025)