Machine Learning aided Crop Yield Optimization

1 November 2021

Papers citing "Machine Learning aided Crop Yield Optimization"

5 / 5 papers shown

Title
Current applications and potential future directions of reinforcement learning-based Digital Twins in agriculture Georg Goldenits K. Mallinger Sebastian Raubitzek Thomas Neubauer AI4CE 35 5 0 13 Jun 2024
The New Agronomists: Language Models are Experts in Crop Management Jing Wu Zhixin Lai Suiyao Chen Ran Tao Pan Zhao N. Hovakimyan 31 19 0 28 Mar 2024
A SWAT-based Reinforcement Learning Framework for Crop Management Malvern Madondo Muneeza Azmat Kelsey L. DiPietro R. Horesh Michael Jacobs Arun Bawa Raghavan Srinivasan Fearghal O'Donncha 11 8 0 10 Feb 2023
Optimizing Crop Management with Reinforcement Learning and Imitation Learning Ran Tao Pan Zhao Jing Wu N. F. Martin M. Harrison C. Ferreira Z. Kalantari N. Hovakimyan OffRL 16 24 0 20 Sep 2022
Optimizing Nitrogen Management with Deep Reinforcement Learning and Crop Simulations Jing Wu Ran Tao Pan Zhao N. F. Martin N. Hovakimyan OffRL 20 44 0 21 Apr 2022