arxivcs.AI2026-07-12
Calibration-First Reward-Component Auditing for Reinforcement Learning Control in Smart Greenhouses
Yuhui Bie, Guowei Xu, Yaojun Wang
Greenhouse reinforcement learning can test climate-control ideas at a speed and scale that is difficult to achieve with crop experiments alone. For smart-greenhouse control, however, a single simulator return is not enough: a grower or control engineer also needs to know when the…