Deep reinforcement learning for irrigation scheduling using high-dimensional sensor feedback

Yuji Saikai, Allan Peake, Karine Chenu

Deep reinforcement learning has considerable potential to improve irrigation scheduling in many cropping systems by applying adaptive amounts of water based on various measurements…