Exploiting Multiple Abstractions in Episodic RL via Reward Shaping

1 code implementation • 28 Feb 2023 • Roberto Cipollone, Giuseppe De Giacomo, Marco Favorito, Luca Iocchi, Fabio Patrizi

One major limitation to the applicability of Reinforcement Learning (RL) to many practical domains is the large number of samples required to learn an optimal policy.

Reinforcement Learning (RL)