This model serves as the baseline for the Aerial Wildfire Suppression environment, trained and tested on task 8
with difficulty 10
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Aerial Wildfire Suppression
Task: 8
Difficulty: 10
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-reported0.11768518872559071 +/- 0.18530647165340158
- Cumulative Reward on hivex-aerial-wildfire-suppressionself-reported11.87878770828247 +/- 40.4723684677663