The impact of intrinsic rewards on exploration in Reinforcement Learning

Aya Kayal, Eduardo Pignatelli, Laura Toni

One of the open challenges in Reinforcement Learning is the hard exploration problem in sparse reward environments. Various types of intrinsic rewards have been proposed to address…