This model serves as the baseline for the Wildfire Resource Management environment, trained and tested on task 0 with difficulty 3 using the Proximal Policy Optimization (PPO) algorithm.
Environment: Wildfire Resource Management
Task: 0
Difficulty: 3
Algorithm: PPO
Episode Length: 500
Training max_steps: 450000
Testing max_steps: 45000
Train & Test Scripts
Download the Environment
Evaluation results
- Cumulative Reward on hivex-wildfire-resource-managementself-reported126.3875114440918 +/- 56.44168555104561
- Collective Performance on hivex-wildfire-resource-managementself-reported58.50737037658691 +/- 24.677273237197756
- Individual Performance on hivex-wildfire-resource-managementself-reported28.715758323669434 +/- 11.726221119633433
- Reward for Moving Resources to Neighbours on hivex-wildfire-resource-managementself-reported57.897673797607425 +/- 36.70665957655046
- Reward for Moving Resources to Self on hivex-wildfire-resource-managementself-reported3.56278680562973 +/- 1.5159918271507633