Baselines

The current gym-DSSAT supports two cultivars : Maize and cotton.

Note

As mentionned in the companion paper, the goal was not to obtain the best performance, but to simply establish a baseline.

In these examples, we will adress the fertilization task. PPO was used with default hyper-parameters as set in stable-baselines3. Training and evaluation code can be found in the following repository.

• Maize Baseline
• Cotton Baseline