Hyperparameters in Reinforcement Learning and How To Tune Them

Theresa Eimer, Marius Lindauer, Roberta Raileanu

In order to improve reproducibility, deep reinforcement learning (RL) has been adopting better scientific practices such as standardized evaluation metrics and reporting. However,…