Edit model card

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

Downloads last month

-

Downloads are not tracked for this model. How to track
Video Preview
loading

Evaluation results

  • Cumulative Reward on hivex-wildfire-resource-management
    self-reported
    286.89253387451174 +/- 88.73978891563257
  • Collective Performance on hivex-wildfire-resource-management
    self-reported
    49.82774486541748 +/- 19.817457157550873
  • Individual Performance on hivex-wildfire-resource-management
    self-reported
    25.942393112182618 +/- 10.056275794376022
  • Reward for Moving Resources to Neighbours on hivex-wildfire-resource-management
    self-reported
    1.3712674856185914 +/- 0.2595771656117389
  • Reward for Moving Resources to Self on hivex-wildfire-resource-management
    self-reported
    223.00128707885742 +/- 90.47129394359789