This model serves as the baseline for the Wildfire Resource Management environment, trained and tested on task 1 with difficulty 6 using the Proximal Policy Optimization (PPO) algorithm.
Environment: Wildfire Resource Management
Task: 1
Difficulty: 6
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-reported258.2725601196289 +/- 98.13659384326716
- Collective Performance on hivex-wildfire-resource-managementself-reported45.91880645751953 +/- 18.302557856348788
- Individual Performance on hivex-wildfire-resource-managementself-reported24.243414211273194 +/- 9.523378885568981
- Reward for Moving Resources to Neighbours on hivex-wildfire-resource-managementself-reported1.030250072479248 +/- 0.2913765344241285
- Reward for Moving Resources to Self on hivex-wildfire-resource-managementself-reported207.9915672302246 +/- 86.63382909716428