This model serves as the baseline for the Wind Farm Control environment, trained and tested on task 1 with pattern 4 using the Proximal Policy Optimization (PPO) algorithm.

Environment: Wind Farm Control
Task: 1
Pattern: 4
Algorithm: PPO
Episode Length: 5000
Training max_steps: 8000000
Testing max_steps: 8000000

Train & Test Scripts
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Reinforcement Learning

Collection including hivex-research/hivex-WFC-PPO-baseline-task-1-pattern-4

Wind Farm Control

Collection

18 items • Updated Nov 13

Evaluation results

Cumulative Reward on hivex-wind-farm-control
self-reported

4816.654519042969 +/- 48.309486675816395
Avoid Damage Reward on hivex-wind-farm-control
self-reported

4816.70017578125 +/- 50.83180378290865
Individual Performance on hivex-wind-farm-control
self-reported

0.0 +/- 0.0

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