no code implementations • 10 May 2023 • Gianluca Drappo, Alberto Maria Metelli, Marcello Restelli
Then, focusing on a sub-setting of HRL approaches, the options framework, we highlight how the average duration of the available options affects the planning horizon and, consequently, the regret itself.
Hierarchical Reinforcement Learning reinforcement-learning +1
no code implementations • NeurIPS 2020 • Giorgia Ramponi, Gianluca Drappo, Marcello Restelli
Inverse Reinforcement Learning addresses the problem of inferring an expert's reward function from demonstrations.