2 papers
math.OC2026
Improving greenhouse fruit-production control by integrating reinforcement learning into short-horizon model predictive control
Bart van Laatum, Salim Msaad, Eldert J. van Henten +2
Greenhouse fruit-production control aims to maximize the economic performance (fruit revenue minus operating costs) while operating within system constraints under external weather…
eess.SY2025
GreenLight-Gym: Reinforcement learning benchmark environment for control of greenhouse production systems
Bart van Laatum, Eldert J. van Henten, Sjoerd Boersma
This study presents GreenLight-Gym, a new, fast, open-source benchmark environment for developing reinforcement learning (RL) methods in greenhouse crop production control. Built o…