This model serves as the baseline for the Aerial Wildfire Suppression environment, trained and tested on task 7
with difficulty 5
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Aerial Wildfire Suppression
Task: 7
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-reported0.17930555799975992 +/- 0.2609329311689266
- Cumulative Reward on hivex-aerial-wildfire-suppressionself-reported53.73797006607056 +/- 38.52604677018771