This model serves as the baseline for the Wildfire Resource Management environment, trained and tested on task 0 with difficulty 5 using the Proximal Policy Optimization (PPO) algorithm.
Environment: Wildfire Resource Management
Task: 0
Difficulty: 5
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-reported120.11513977050781 +/- 30.495234755057457
- Collective Performance on hivex-wildfire-resource-managementself-reported48.047623825073245 +/- 12.30012370845873
- Individual Performance on hivex-wildfire-resource-managementself-reported25.529859733581542 +/- 6.5168944140036675
- Reward for Moving Resources to Neighbours on hivex-wildfire-resource-managementself-reported63.44483680725098 +/- 18.86539940904601
- Reward for Moving Resources to Self on hivex-wildfire-resource-managementself-reported0.6659428238868713 +/- 0.34641883158682535