Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards

Umer Siddique, Paul Weng, Matthieu Zimmer

As the operations of autonomous systems generally affect simultaneously several users, it is crucial that their designs account for fairness considerations. In contrast to standard…