no code implementations • 13 Feb 2024 • Zhaoan Wang, Shaoping Xiao, Jun Wang, Ashwin Parab, Shivam Patel
This study examines how artificial intelligence (AI), especially Reinforcement Learning (RL), can be used in farming to boost crop yields, fine-tune nitrogen use and watering, and reduce nitrate runoff and greenhouse gases, focusing on Nitrous Oxide (N$_2$O) emissions from soil.
no code implementations • 2 Jan 2024 • Zhaoan Wang, Shaoping Xiao, Junchao Li, Jun Wang
However, our study illuminates the need for agent retraining to acquire new optimal policies under extreme weather events.