This model serves as the baseline for the Wind Farm Control environment, trained and tested on task 0 with pattern 5 using the Proximal Policy Optimization (PPO) algorithm.
Environment: Wind Farm Control
Task: 0
Pattern: 5
Algorithm: PPO
Episode Length: 5000
Training max_steps: 8000000
Testing max_steps: 8000000
Train & Test Scripts
Download the Environment
Evaluation results
- Cumulative Reward on hivex-wind-farm-controlself-reported4600.620004882812 +/- 40.41541758003466
- Individual Performance on hivex-wind-farm-controlself-reported4600.548657226563 +/- 40.63884514822075