This model serves as the baseline for the Aerial Wildfire Suppression environment, trained and tested on task 5
with difficulty 10
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Aerial Wildfire Suppression
Task: 5
Difficulty: 10
Algorithm: PPO
Episode Length: 3000
Training max_steps
: 1800000
Testing max_steps
: 180000
Train & Test Scripts
Download the Environment
Evaluation results
- Water Pickup on hivex-aerial-wildfire-suppressionself-reported0.997826087474823 +/- 0.009722032366868
- Cumulative Reward on hivex-aerial-wildfire-suppressionself-reported95.0800968170166 +/- 0.29640825374624785