Cipollone, Roberto

3 publications

ICLR 2025 Offline RL in Regular Decision Processes: Sample Efficiency via Language Metrics Ahana Deb, Roberto Cipollone, Anders Jonsson, Alessandro Ronca, Mohammad Sadegh Talebi

AAAI 2023 Exploiting Multiple Abstractions in Episodic RL via Reward Shaping Roberto Cipollone, Giuseppe De Giacomo, Marco Favorito, Luca Iocchi, Fabio Patrizi

NeurIPS 2023 Provably Efficient Offline Reinforcement Learning in Regular Decision Processes Roberto Cipollone, Anders Jonsson, Alessandro Ronca, Mohammad Sadegh Talebi