This model serves as the baseline for the Aerial Wildfire Suppression environment, trained and tested on task 8
with difficulty 3
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Aerial Wildfire Suppression
Task: 8
Difficulty: 3
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-reported0.06388889066874981 +/- 0.1115124363955895
- Cumulative Reward on hivex-aerial-wildfire-suppressionself-reported22.111111164093018 +/- 35.995498983697296