This model serves as the baseline for the Wind Farm Control environment, trained and tested on task 0 with pattern 1 using the Proximal Policy Optimization (PPO) algorithm.

Environment: Wind Farm Control
Task: 0
Pattern: 1
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-0-pattern-1

Wind Farm Control

Collection

18 items • Updated Nov 13

Evaluation results

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

4605.909252929688 +/- 44.381907489150954
Individual Performance on hivex-wind-farm-control
self-reported

4605.857661132813 +/- 44.379602309414665

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