Andrea Tirinzoni

Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving

Amarildo Likmeta, Alberto Maria Metelli, Andrea Tirinzoni et al. · Robotics and Autonomous Systems · 2020 · 95 citations

Engineering, Automation, Intelligent Control +9

Feature Selection via Mutual Information: New Theoretical Insights

Mario Beraha, Alberto Maria Metelli, Matteo Papini et al. · BOA (University of Milano-Bicocca) · 2019 · 93 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Importance Weighted Transfer of Samples in Reinforcement Learning

Andrea Tirinzoni, Andrea Sessa, Matteo Pirotta et al. · arXiv (Cornell University) · 2018 · 19 citations · Full text

Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems

Amarildo Likmeta, Alberto Maria Metelli, Giorgia Ramponi et al. · Machine Learning · 2021 · 19 citations · Full text

Transfer of Samples in Policy Search via Multiple Importance Sampling

Andrea Tirinzoni, Mattia Salvini, Marcello Restelli · International Conference on Machine Learning · 2019 · 18 citations

Artificial Intelligence, Engineering, Machine Learning +9