---
library_name: hivex
original_train_name: AerialWildfireSuppression_difficulty_6_task_0_run_id_1_train
tags:
- hivex
- hivex-aerial-wildfire-suppression
- reinforcement-learning
- multi-agent-reinforcement-learning
model-index:
- name: hivex-AWS-PPO-baseline-task-0-difficulty-6
  results:
  - task:
      type: main-task
      name: main_task
      task-id: 0
      difficulty-id: 6
    dataset:
      name: hivex-aerial-wildfire-suppression
      type: hivex-aerial-wildfire-suppression
    metrics:
    - type: crash_count
      value: 0.09166666939854622 +/- 0.13759632868100613
      name: Crash Count
      verified: true
    - type: extinguishing_trees
      value: 32.016666914522645 +/- 54.38789961151889
      name: Extinguishing Trees
      verified: true
    - type: extinguishing_trees_reward
      value: 160.08333310484886 +/- 271.9394937062471
      name: Extinguishing Trees Reward
      verified: true
    - type: fire_out
      value: 0.21666666865348816 +/- 0.3381234780238663
      name: Fire Out
      verified: true
    - type: fire_too_close_to_city
      value: 0.8 +/- 0.34027852368936023
      name: Fire too Close to City
      verified: true
    - type: preparing_trees
      value: 613.7666711807251 +/- 594.0818245118544
      name: Preparing Trees
      verified: true
    - type: preparing_trees_reward
      value: 613.7666711807251 +/- 594.0818245118544
      name: Preparing Trees Reward
      verified: true
    - type: water_drop
      value: 56.541665983200076 +/- 29.057508493771863
      name: Water Drop
      verified: true
    - type: water_pickup
      value: 56.166666412353514 +/- 29.054395046718312
      name: Water Pickup
      verified: true
    - type: cumulative_reward
      value: 885.5350048065186 +/- 571.6299167493522
      name: Cumulative Reward
      verified: true
---

This model serves as the baseline for the **Aerial Wildfire Suppression** environment, trained and tested on task <code>0</code> with difficulty <code>6</code> using the Proximal Policy Optimization (PPO) algorithm.<br><br>

Environment: **Aerial Wildfire Suppression**<br>
Task: <code>0</code><br>
Difficulty: <code>6</code><br>
Algorithm: <code>PPO</code><br>
Episode Length: <code>3000</code><br>
Training <code>max_steps</code>: <code>1800000</code><br>
Testing <code>max_steps</code>: <code>180000</code><br><br>

Train & Test [Scripts](https://github.com/hivex-research/hivex)<br>
Download the [Environment](https://github.com/hivex-research/hivex-environments)