This model serves as the baseline for the Drone-Based Reforestation environment, trained and tested on task 5
with difficulty 8
using the Proximal Policy Optimization (PPO) algorithm.
Environment: Drone-Based Reforestation
Task: 5
Difficulty: 8
Algorithm: PPO
Episode Length: 2000
Training max_steps
: 1200000
Testing max_steps
: 300000
Train & Test Scripts
Download the Environment
Evaluation results
- Highest Point on Terrain Found on hivex-drone-based-reforestationself-reported46.27391159057617 +/- 4.344213632672198
- Out of Energy Count on hivex-drone-based-reforestationself-reported0.6642222416400909 +/- 0.0670919881726494
- Cumulative Reward on hivex-drone-based-reforestationself-reported45.39807144165039 +/- 3.9247567824298675