This model serves as the baseline for the Wildfire Resource Management environment, trained and tested on task 1 with difficulty 9 using the Proximal Policy Optimization (PPO) algorithm.
Environment: Wildfire Resource Management
Task: 1
Difficulty: 9
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-reported256.54253845214845 +/- 82.7350530070222
- Collective Performance on hivex-wildfire-resource-managementself-reported43.02604579925537 +/- 13.287361543787155
- Individual Performance on hivex-wildfire-resource-managementself-reported23.407614994049073 +/- 7.450801825115115
- Reward for Moving Resources to Neighbours on hivex-wildfire-resource-managementself-reported1.6655276775360108 +/- 0.5314602326491544
- Reward for Moving Resources to Self on hivex-wildfire-resource-managementself-reported197.1991439819336 +/- 65.86970427316282