Matthew T. Harrison

Optimizing Crop Management with Reinforcement Learning and Imitation Learning

Crop management has a significant impact on crop yield, economic profit, and the environment. Although management guidelines exist, finding the optimal management practices is challenging. Previous work used reinforcement learning (RL) and crop simulators to solve the problem, but the trained polici…