Preprint
Aug 2026
Dynamics Models for Offline Hyperparameter Selection in Real-World RL
This paper presents the first application of calibration models trained on offline data to approximate environment dynamics and enable offline hyperparameter selection in a real-world industrial setting: a municipal water treatment plant.
Jordan Coblin, Han Wang, Martha White et al.
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