This model serves as the baseline for the Wildfire Resource Management environment, trained and tested on task 2
with difficulty 10
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Wildfire Resource Management
Task: 2
Difficulty: 10
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-reported648.8572601318359 +/- 171.5485324795659
- Collective Performance on hivex-wildfire-resource-managementself-reported47.06214599609375 +/- 14.578664572673013
- Individual Performance on hivex-wildfire-resource-managementself-reported23.570611190795898 +/- 8.18325361816058
- Reward for Moving Resources to Neighbours on hivex-wildfire-resource-managementself-reported581.2440307617187 +/- 273.2771173861813
- Reward for Moving Resources to Self on hivex-wildfire-resource-managementself-reported0.45852461010217666 +/- 0.18810061226083963