Dynamics Models for Offline Hyperparameter Selection in Real-World RL

Jordan Coblin, Han Wang, Martha White +1

A key obstacle to deploying reinforcement learning in real-world systems is hyperparameter selection, particularly when simulators are unavailable and online experimentation is cos…