This model serves as the baseline for the Aerial Wildfire Suppression environment, trained and tested on task 8
with difficulty 4
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Aerial Wildfire Suppression
Task: 8
Difficulty: 4
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-reported0.07222222425043583 +/- 0.13620208604517808
- Cumulative Reward on hivex-aerial-wildfire-suppressionself-reported21.59722204208374 +/- 40.30039403851721