L2RPN_Baselines
Repository hosting reference baselines for the L2RPN challenge
Install
Requirements
python3 >= 3.6
Instal from PyPI
pip3 install l2rpn_baselines
Install from source
git clone https://github.com/rte-france/l2rpn-baselines.git
cd l2rpn-baselines
pip3 install -U .
cd ..
rm -rf l2rpn-baselines
Contribute
We welcome contributions: see the contribute guide for details.
Get started with a baseline
Say you want to know how you compared with the "PPO_SB3" baseline implementation in this repository (for the sake of this example).
Train it (optional)
As no weights are provided for this baselines by default (yet), you will first need to train such a baseline:
import grid2op
from l2rpn_baselines.PPO_SB3 import train
env = grid2op.make("l2rpn_case14_sandbox")
res = train(env, save_path="THE/PATH/TO/SAVE/IT", iterations=100)
You can have more information about extra argument of the "train" function in the CONTRIBUTE file.
Evaluate it
Once trained, you can reload it and evaluate its performance with the provided "evaluate" function:
import grid2op
from l2rpn_baselines.PPO_SB3 import evaluate
env = grid2op.make("l2rpn_case14_sandbox")
res = evaluate(env, load_path="THE/PATH/TO/LOAD/IT", nb_episode=10)
You can have more information about extra argument of the "evaluate" function in the CONTRIBUTE file.
1 maintainer
Metadata
1 maintainer
Release files for l2rpn-baselines 0.8.0
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