Drappo, Gianluca

3 publications

AISTATS 2025 Efficient Exploitation of Hierarchical Structure in Sparse Reward Reinforcement Learning Gianluca Drappo, Arnaud Robert, Marcello Restelli, Aldo A. Faisal, Alberto Maria Metelli, Ciara Pike-Burke

TMLR 2023 An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-MDP Gianluca Drappo, Alberto Maria Metelli, Marcello Restelli

NeurIPS 2020 Inverse Reinforcement Learning from a Gradient-Based Learner Giorgia Ramponi, Gianluca Drappo, Marcello Restelli