SB
Sjoerd Boersma
math.OCcs.SYeess.SYcs.AIcs.CVcs.LG
On Valency
published · living versionsW_j9d9q9d4·v1 · currentpublished
Improving greenhouse fruit-production control by integrating reinforcement learning into short-horizon model predictive control
with Bart van Laatum, Salim Msaad, Eldert J. van Henten, Robert D. McAllister
1 version
W_n62gfueq·v1published
Preprints & journals
7 papers in the corpus · 2020–2026LettuceVisSim: A Simulator That Generates Lettuce Image Time-series for Vision-Based Reinforcement Learning2609.12505v1 · Ziye Zhu, Bert van 't Ooster, Congcong Sun et al.2026 · 0 citationsarXivon Valency
Improving greenhouse fruit-production control by integrating reinforcement learning into short-horizon model predictive control2607.07365v1 · Bart van Laatum, Salim Msaad, Eldert J. van Henten et al.2026 · 0 citationsarXivon Valency
GreenLight-Gym: Reinforcement learning benchmark environment for control of greenhouse production systems2410.05336v2 · Bart van Laatum, Eldert J. van Henten, Sjoerd Boersma2024 · 7 citationsIFAC-PapersOnLine 59 (23), (2025), 437-442
A Bayesian Neural ODE for a Lettuce Greenhouse2407.02223v1 · Sjoerd Boersma, Xiaodong Cheng2024 · 6 citationsarXiv
Reinforcement Learning Versus Model Predictive Control on Greenhouse Climate Control2303.06110v1 · Bernardo Morcego, Wenjie Yin, Sjoerd Boersma et al.2023 · 74 citationsarXiv
Feedforward-Feedback wake redirection for wind farm control2104.10737v1 · Steffen Raach, Bart Doekemeijer, Sjoerd Boersma et al.2021 · 5 citationsarXiv
A Distributed Model Predictive Wind Farm Controller for Active Power Control2007.05621v1 · Valentijn van de Scheur, Sjoerd Boersma2020 · 1 citationarXiv
Career total: 76 works. 7 are in this corpus.
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