Hyperbolic Discounting and Learning over Multiple Horizons

William Fedus, Carles Gelada, Yoshua Bengio +2

Reinforcement learning (RL) typically defines a discount factor as part of the Markov Decision Process. The discount factor values future rewards by an exponential scheme that lead…