Effects of sparse rewards of different magnitudes in the speed of learning of model-based actor critic methods

Juan Vargas, Lazar Andjelic, Amir Barati Farimani

Actor critic methods with sparse rewards in model-based deep reinforcement learning typically require a deterministic binary reward function that reflects only two possible outcome…