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Ran Tao
Ran Tao
Verified email at illinois.edu
Title
Cited by
Cited by
Year
Three-dimensional printable nanoporous polymer matrix composites for daytime radiative cooling
K Zhou, W Li, BB Patel, R Tao, Y Chang, S Fan, Y Diao, L Cai
Nano letters 21 (3), 1493-1499, 2021
1172021
Optimizing nitrogen management with deep reinforcement learning and crop simulations
J Wu, R Tao, P Zhao, NF Martin, N Hovakimyan
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
372022
Optimizing crop management with reinforcement learning and imitation learning
R Tao, P Zhao, J Wu, NF Martin, MT Harrison, C Ferreira, Z Kalantari, ...
Thirty-Second International Joint Conference on Artificial Intelligence …, 2023
152023
The new agronomists: Language models are experts in crop management
J Wu, Z Lai, S Chen, R Tao, P Zhao, N Hovakimyan
arXiv preprint arXiv:2403.19839, 2024
32024
DiffTune-MPC: Closed-Loop Learning for Model Predictive Control
R Tao, S Cheng, X Wang, S Wang, N Hovakimyan
arXiv preprint arXiv:2312.11384, 2023
12023
Backup Plan Constrained Model Predictive Control with Guaranteed Stability
R Tao, H Kim, HJ Yoon, W Wan, N Hovakimyan, L Sha, P Voulgaris
Journal of Guidance, Control, and Dynamics 47 (No. 2 (2024)), 233-246, 2023
2023
Robust Adaptive MPC Using Uncertainty Compensation
R Tao, P Zhao, I Kolmanovsky, N Hovakimyan
2024 American Control Conference (ACC), 2023
2023
Adapting irrigated maize cropping to a changing climate
CSS Ferreira, MT Harrison, NF Martin, GS Marcillo, P Zhao, R Tao, ...
EGU General Assembly Conference Abstracts, EGU-6290, 2023
2023
Optimizing crop management with reinforcement learning, imitation learning, and crop simulations
R Tao
2022
Intelligent Agricultural Management with Deep Reinforcement Learning and Crop Simulations.
R Tao, P Zhao, J Wu, N Martin, N Hovakimyan, C Ferreira, Z Kalantari
ASA, CSSA, SSSA International Annual Meeting, 2022
2022
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