Active Learning of Parameterized Skills

Bruno Castro da Silva, George Konidaris, Andrew G. Barto

Abstract: We introduce a method for actively learning parameterized skills. Parameterized skills are flexible behaviors that can solve any task drawn from a distribution of parameterized reinforcement learni...