Reinforcement Learning with Non-Exponential Discounting

Matthias Schultheis, Constantin A. Rothkopf, Heinz Koeppl

Commonly in reinforcement learning (RL), rewards are discounted over time using an exponential function to model time preference, thereby bounding the expected long-term reward. In…