This model serves as the baseline for the Drone-Based Reforestation environment, trained and tested on task 1 with difficulty 6 using the Proximal Policy Optimization (PPO) algorithm.
Environment: Drone-Based Reforestation
Task: 1
Difficulty: 6
Algorithm: PPO
Episode Length: 2000
Training max_steps: 1200000
Testing max_steps: 300000
Train & Test Scripts
Download the Environment
Evaluation results
- Out of Energy Count on hivex-drone-based-reforestationself-reported0.010789197646081447 +/- 0.016001994100862754
- Cumulative Reward on hivex-drone-based-reforestationself-reported98.35338226318359 +/- 1.9403345148468187