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This model serves as the baseline for the Drone-Based Reforestation environment, trained and tested on task 5 with difficulty 7 using the Proximal Policy Optimization (PPO) algorithm.

Environment: Drone-Based Reforestation
Task: 5
Difficulty: 7
Algorithm: PPO
Episode Length: 2000
Training max_steps: 1200000
Testing max_steps: 300000

Train & Test Scripts
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Evaluation results

  • Highest Point on Terrain Found on hivex-drone-based-reforestation
    self-reported
    46.93397689819336 +/- 4.041003970259517
  • Out of Energy Count on hivex-drone-based-reforestation
    self-reported
    0.6642222416400909 +/- 0.0670919881726494
  • Cumulative Reward on hivex-drone-based-reforestation
    self-reported
    46.0430290222168 +/- 3.671104678780739