Efficient Restarts in Non-Stationary Model-Free Reinforcement Learning

Hiroshi Nonaka, Simon Ambrozak, Sofia R. Miskala-Dinc +2

In this work, we propose three efficient restart paradigms for model-free non-stationary reinforcement learning (RL). We identify two core issues with the restart design of Mao et…