This model serves as the baseline for the Wildfire Resource Management environment, trained and tested on task 1
with difficulty 10
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Wildfire Resource Management
Task: 1
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-reported286.89253387451174 +/- 88.73978891563257
- Collective Performance on hivex-wildfire-resource-managementself-reported49.82774486541748 +/- 19.817457157550873
- Individual Performance on hivex-wildfire-resource-managementself-reported25.942393112182618 +/- 10.056275794376022
- Reward for Moving Resources to Neighbours on hivex-wildfire-resource-managementself-reported1.3712674856185914 +/- 0.2595771656117389
- Reward for Moving Resources to Self on hivex-wildfire-resource-managementself-reported223.00128707885742 +/- 90.47129394359789