This article presents the current state-of-the-art research on applying artificial intelligence
(AI) technology in smart greenhouses to optimize crop yields, water, and fertilizer use …

To improve the sustainability and resilience of modern food systems, designing improved
crop management strategies is crucial. The increasing abundance of data on agricultural …

The greenhouse system plays a crucial role to ensure an adequate supply of fresh food for
the growing global population. However, maintaining an optimal growing climate within a …

Agriculture is the foundation of human civilization. However, the rapid increase of the global
population poses a challenge on this cornerstone by demanding more food. Modern …

Meta-learning for offline reinforcement learning (OMRL) is an understudied problem with
tremendous potential impact by enabling RL algorithms in many real-world applications. A …

In this study we compare adaptations of two state of the art reinforcement learning
algorithms, PPO and SAC, to optimize grower profits in our own simulated hydroponics …

A greenhouse is an important growing system that can provide a controlled climate
environment and allow for crop growth in a changing outdoor climate. Due to the high …

The problem of air pollution is significant, as there is a negative impact on human health.
This problem is especially relevant in large cities with many people living there and many …

This doctoral dissertation explores the strategic management of artificial intelligence as a
general purpose technology and its value creation in the context of multiple industries. I …