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congcong sun

Wageningen University & Research

SCHOLARLY PAPERS

4

DOWNLOADS

161

TOTAL CITATIONS

6

Scholarly Papers (4)

1.

Path Planning of Manure-Cleaning Robot Using Grid-Based Reinforcement Learning

Number of pages: 21 Posted: 16 Feb 2024
Wageningen University & Research, Wageningen University and Research (WUR), affiliation not provided to SSRN and Wageningen University - Farm Technology Group
Downloads 64 (933,592)

Abstract:

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path planning, manure-robot cleaner, reinforcement learning, cow behaviors, cow-robot collisions

2.

Chance-Constrained Stochastic Mpc of Greenhouse Production Systems with Parametric Uncertainty

Number of pages: 22 Posted: 13 Sep 2023
Technical University of Denmark, affiliation not provided to SSRN, affiliation not provided to SSRN and Wageningen University & Research
Downloads 56 (1,000,027)
Citation 3

Abstract:

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greenhouse climate control, stochastic MPC, chance-constrained, parametric uncertainty, linearization

3.

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

4.

An Expert-Informed Synthetic Animal Data Generator : A Physiology-Consistent Generative Framework for High-Fidelity Animal Digital Twins

Number of pages: 40 Posted: 11 May 2026
Ali Youssef, congcong sun and Tomas Norton
University of Manitoba, Wageningen University & Research and KU Leuven
Downloads 5 (1,571,455)

Abstract:

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Animal digital twins, precision livestock farming, Synthetic Data Generation, Physics-informed machine learning, Energy expenditure