This model serves as the baseline for the Wildfire Resource Management environment, trained and tested on task 1 with difficulty 3 using the Proximal Policy Optimization (PPO) algorithm.
Environment: Wildfire Resource Management
Task: 1
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-reported294.2457504272461 +/- 90.21479915391255
- Collective Performance on hivex-wildfire-resource-managementself-reported54.29261703491211 +/- 21.984864368274526
- Individual Performance on hivex-wildfire-resource-managementself-reported28.278907203674315 +/- 9.58957969827206
- Reward for Moving Resources to Neighbours on hivex-wildfire-resource-managementself-reported2.562152373790741 +/- 1.0673747521727917
- Reward for Moving Resources to Self on hivex-wildfire-resource-managementself-reported235.63738784790038 +/- 85.44225993334209