On Reward-Balancing Methods for Reinforcement Learning

Simone Baroncini, Bahman Gharesifard, Giuseppe Notarstefano

This paper investigates the so-called reward-balancing methods, a novel class of algorithms for solving discounted-return reinforcement learning (RL) problems. These methods consis…