Theresa Eimer

Hyperparameters in Reinforcement Learning and How To Tune Them

2023 · arXiv (Cornell University)

In order to improve reproducibility, deep reinforcement learning (RL) has been adopting better scientific practices such as standardized evaluation metrics and reporting. However, the process of hyperparameter optimization still varies widely across papers, which makes …