This model serves as the baseline for the Aerial Wildfire Suppression environment, trained and tested on task 7
with difficulty 7
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Aerial Wildfire Suppression
Task: 7
Difficulty: 7
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-reported0.10861299121752381 +/- 0.07602076371931286
- Cumulative Reward on hivex-aerial-wildfire-suppressionself-reported78.5054485321045 +/- 15.433723402678817