This model serves as the baseline for the Wind Farm Control environment, trained and tested on task 1 with pattern 5 using the Proximal Policy Optimization (PPO) algorithm.
Environment: Wind Farm Control
Task: 1
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-reported4823.083835449219 +/- 42.35842777181897
- Avoid Damage Reward on hivex-wind-farm-controlself-reported4823.1669409179685 +/- 44.21128926364277
- Individual Performance on hivex-wind-farm-controlself-reported0.0 +/- 0.0