Tsallis Reinforcement Learning: A Unified Framework for Maximum Entropy Reinforcement Learning

Kyungjae Lee, Sungyub Kim, Sungbin Lim +2

In this paper, we present a new class of Markov decision processes (MDPs), called Tsallis MDPs, with Tsallis entropy maximization, which generalizes existing maximum entropy reinfo…