This model serves as the baseline for the Aerial Wildfire Suppression environment, trained and tested on task 7
with difficulty 2
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Aerial Wildfire Suppression
Task: 7
Difficulty: 2
Algorithm: PPO
Episode Length: 3000
Training max_steps
: 1800000
Testing max_steps
: 180000
Train & Test Scripts
Download the Environment
Evaluation results
- Crash Count on hivex-aerial-wildfire-suppressionself-reported0.05341013381257653 +/- 0.05198102898479312
- Cumulative Reward on hivex-aerial-wildfire-suppressionself-reported86.7614631652832 +/- 15.132148131374196