This model serves as the baseline for the Wildfire Resource Management environment, trained and tested on task 2 with difficulty 3 using the Proximal Policy Optimization (PPO) algorithm.
Environment: Wildfire Resource Management
Task: 2
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-reported847.854150390625 +/- 435.0499360739894
- Collective Performance on hivex-wildfire-resource-managementself-reported56.47811775207519 +/- 24.134183224321095
- Individual Performance on hivex-wildfire-resource-managementself-reported29.25127182006836 +/- 12.721708037101477
- Reward for Moving Resources to Neighbours on hivex-wildfire-resource-managementself-reported744.5827880859375 +/- 449.5107633042511
- Reward for Moving Resources to Self on hivex-wildfire-resource-managementself-reported0.1304140117019415 +/- 0.04689085615979681