Gianluca Drappo

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Markov Decision Processes

Preference Elicitation

Inverse Reinforcement Learning

Partially Observable Environments

Top Venues

Trans. Mach. Learn. Res.

Publications

Gianluca Drappo, Alberto Maria Metelli, Marcello Restelli
A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning. CoRR (2024)
Gianluca Drappo, Alberto Maria Metelli, Marcello Restelli
An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-Markov Decision Processes. CoRR (2023)
Gianluca Drappo, Alberto Maria Metelli, Marcello Restelli
An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-MDP. Trans. Mach. Learn. Res. 2023 (2023)
Giorgia Ramponi, Gianluca Drappo, Marcello Restelli
Inverse Reinforcement Learning from a Gradient-based Learner. NeurIPS (2020)
Giorgia Ramponi, Gianluca Drappo, Marcello Restelli
Inverse Reinforcement Learning from a Gradient-based Learner. CoRR (2020)