An Empirical Study on Hyperparameters and their Interdependence for RL Generalization

Xingyou Song, Yilun Du, Jacob Jackson

Recent results in Reinforcement Learning (RL) have shown that agents with limited training environments are susceptible to a large amount of overfitting across many domains. A key…