This model serves as the baseline for the Wildfire Resource Management environment, trained and tested on task 2
with difficulty 8
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Wildfire Resource Management
Task: 2
Difficulty: 8
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-reported957.9527984619141 +/- 552.1106666076138
- Collective Performance on hivex-wildfire-resource-managementself-reported58.90835800170898 +/- 29.141080333691164
- Individual Performance on hivex-wildfire-resource-managementself-reported32.591598701477054 +/- 18.37336995311841
- Reward for Moving Resources to Neighbours on hivex-wildfire-resource-managementself-reported848.1016296386719 +/- 473.59086332949374
- Reward for Moving Resources to Self on hivex-wildfire-resource-managementself-reported0.46286826878786086 +/- 0.5511730499835104