Zhao, Pan

7 publications

JMLR 2025 Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data Pan Zhao, Julie Josse, Shu Yang

AISTATS 2024 Positivity-Free Policy Learning with Observational Data Pan Zhao, Antoine Chambaz, Julie Josse, Shu Yang

CVPRW 2024 The New Agronomists: Language Models Are Experts in Crop Management Jing Wu, Zhixin Lai, Suiyao Chen, Ran Tao, Pan Zhao, Naira Hovakimyan

IJCAI 2023 Optimizing Crop Management with Reinforcement Learning and Imitation Learning Ran Tao, Pan Zhao, Jing Wu, Nicolas F. Martin, Matthew Tom Harrison, Carla Sofia Santos Ferreira, Zahra Kalantari, Naira Hovakimyan

L4DC 2023 Safe and Efficient Reinforcement Learning Using Disturbance-Observer-Based Control Barrier Functions Yikun Cheng, Pan Zhao, Naira Hovakimyan

CVPRW 2022 Optimizing Nitrogen Management with Deep Reinforcement Learning and Crop Simulations Jing Wu, Ran Tao, Pan Zhao, Nicolas F. Martin, Naira Hovakimyan

L4DC 2020 L1-GP: L1 Adaptive Control with Bayesian Learning Aditya Gahlawat, Pan Zhao, Andrew Patterson, Naira Hovakimyan, Evangelos Theodorou