This model serves as the baseline for the Aerial Wildfire Suppression environment, trained and tested on task 8
with difficulty 5
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Aerial Wildfire Suppression
Task: 8
Difficulty: 5
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-reported0.07500000223517418 +/- 0.12652577952347
- Cumulative Reward on hivex-aerial-wildfire-suppressionself-reported13.988095474243163 +/- 35.57381504941489