This model serves as the baseline for the Wildfire Resource Management environment, trained and tested on task 1 with difficulty 7 using the Proximal Policy Optimization (PPO) algorithm.
Environment: Wildfire Resource Management
Task: 1
Difficulty: 7
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-reported284.57982330322267 +/- 72.33360798945996
- Collective Performance on hivex-wildfire-resource-managementself-reported49.88518104553223 +/- 12.763755244283319
- Individual Performance on hivex-wildfire-resource-managementself-reported26.185771179199218 +/- 6.931004503131118
- Reward for Moving Resources to Neighbours on hivex-wildfire-resource-managementself-reported1.4022221326828004 +/- 0.2644409904563528
- Reward for Moving Resources to Self on hivex-wildfire-resource-managementself-reported224.42632904052735 +/- 61.38166216366554