This model serves as the baseline for the Aerial Wildfire Suppression environment, trained and tested on task 8
with difficulty 8
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Aerial Wildfire Suppression
Task: 8
Difficulty: 8
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-reported0.07833333536982537 +/- 0.12660792045593888
- Cumulative Reward on hivex-aerial-wildfire-suppressionself-reported30.990195941925048 +/- 44.5910033782468