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Eldert van Henten

Wageningen University

SCHOLARLY PAPERS

8

DOWNLOADS

274

TOTAL CITATIONS

5

Scholarly Papers (8)

1.

Stochastic Model Predictive Control with Reinforcement Learning for Greenhouse Production Systems Under Parametric Uncertainty

Number of pages: 17 Posted: 18 Aug 2025
Wageningen University & Research, affiliation not provided to SSRN, Wageningen University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 68 (891,180)

Abstract:

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Stochastic model predictive control, reinforcement learning, Terminal costs, Terminal region constraints, Feedback policies, Greenhouse production control

2.

Ssl-Nbv: A Self-Supervised-Learning-Based Next-Best-View Algorithm for Efficient 3d Plant Reconstruction by a Robot

Number of pages: 41 Posted: 07 Oct 2024
affiliation not provided to SSRN, Wageningen University, affiliation not provided to SSRN, affiliation not provided to SSRN and Wageningen University and Research (WUR)
Downloads 62 (942,565)
Citation 2

Abstract:

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Next-best-view planning, 3D reconstruction, Self-supervised learning, Weakly-supervised learning, Active perception

3.

Control of Production-Inventory Systems of Perennial Crop Seeds

Number of pages: 25 Posted: 10 May 2024
affiliation not provided to SSRN, KU Leuven, affiliation not provided to SSRN and Wageningen University
Downloads 37 (1,222,651)

Abstract:

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inventory control, MPC, Smith Predictor, productiondynamics, Monte Carlo simulation

4.

Reinforcement Learning Versus Model Predictive Control on Greenhouse Climate Control

Number of pages: 29 Posted: 29 Jul 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Wageningen University, affiliation not provided to SSRN and Wageningen University & Research
Downloads 36 (1,236,159)
Citation 3

Abstract:

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Greenhouse Climate Control, Model Predictive Control, Reinforcement Learning

5.

Uav Time-Series Imagery Show Diversity Treatment Effects on Cabbage Growth

Number of pages: 48 Posted: 06 Feb 2024
affiliation not provided to SSRN, Wageningen University and Research (WUR), affiliation not provided to SSRN, Wageningen University and Wageningen University and Research (WUR) - Laboratory of Geo-information Science and Remote Sensing
Downloads 32 (1,304,549)

Abstract:

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digital plant phenotyping, individual plant monitoring, plant-height, Unmanned aerial vehicle, RGB imaging, treatments effect

6.

Prediction-guided Viewpoint Planning: Using Prior Knowledge about the Plant Structure for Efficient Fruit Node Perception

Number of pages: 39 Posted: 11 Apr 2026
Akshay K. Burusa, Eldert van Henten and Gert Kootstra
affiliation not provided to SSRN, Wageningen University and Wageningen University and Research (WUR)
Downloads 22 (1,448,301)

Abstract:

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Active vision, Next-best-view planning, Structural Plant Model, prediction, Robotics

7.

Non-linear Model Predictive Control for Optimising Dairy Cow Feeding: Economic and Environmental Trade-off in a Constrained Dynamical Biological System

Number of pages: 42 Posted: 12 Jun 2026
Wageningen University and Research, Wageningen University and Research (WUR), Wageningen University - Farm Technology Group, Wageningen University and affiliation not provided to SSRN
Downloads 10

Abstract:

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Non-linear model predictive control, Feed optimisation, Dairy cows, Multi-objective optimisation

8.

Improving greenhouse fruit-production control by integrating reinforcement learning into short-horizon model predictive control

Number of pages: 25 Posted: 15 Jun 2026
Wageningen University & Research, affiliation not provided to SSRN, Wageningen University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 7

Abstract:

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Model predictive control, reinforcement learning, Greenhouse fruit production control, Climate control, Finite-horizon optimization