Merge pull request #45 from ML-IEE/master

Proposal of the curriculum agent as Baseline for Grid2Op.

l2rpn_baselines/CurriculumAgent/Readme_CurriculumAgent.md

@@ -0,0 +1,42 @@
+CurriculumAgent
+===============
+
+The CurriculumAgent baseline is a Reinforcement Learning Agent designed to learn from and act within the  
+[Grid2Op Environments](https://grid2op.readthedocs.io/en/latest/). The overall functionallity of the different modules
+can be found in the package [curriculumagent](https://github.com/FraunhoferIEE/curriculumagent). The CurriculumAgent is 
+a cleanup and improved version of the[NeurIPS 2020 Competition Agent by binbinchen](https://github.com/AsprinChina/L2RPN_NIPS_2020_a_PPO_Solution),
+The agent is build to extract action sets of the Grid2Op Environment and then use rule-based agent to train
+a Reinforcement Learning agent. We explain each step in more detail in our paper. 
+
+When using the CurriculumAgent, please cite our paper with.
+```
+@article{lehna_managing_2023,
+	title = {Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents},
+	issn = {2666-5468},
+	url = {https://www.sciencedirect.com/science/article/pii/S2666546823000484},
+	doi = {https://doi.org/10.1016/j.egyai.2023.100276},
+	pages = {100276},
+	journaltitle = {Energy and {AI}},
+	author = {Lehna, Malte and Viebahn, Jan and Marot, Antoine and Tomforde, Sven and Scholz, Christoph},
+	date = {2023},
+}
+```
+Usage/Documentation
+-------------------
+
+The baseline was primarily created to run on the IEEE14 bus network. However, with some small changes, the baseline can
+be reconfigured for the other grids. Checkout the  [github](https://github.com/FraunhoferIEE/curriculumagent)
+page for updates as well as the citation. Please checkout the original project as well.
+
+
+License
+-------
+
+```
+Copyright (c) 2022 EI Innovation Lab, Huawei Cloud, Huawei Technologies and Fraunhofer IEE
+The code is subject to the terms of Mozilla Public License (MPL) v2.0.
+Commercial use is NOT allowed.
+```
+
+Please take a look at the [LICENSE](https://github.com/FraunhoferIEE/curriculumagent/blob/master/LICENSE) file for a
+full copy of the MPL license.

l2rpn_baselines/CurriculumAgent/__init__.py

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+__all__ = [
+    "CurriculumAgent",
+    "evaluate",
+    "train"
+]
+
+from l2rpn_baselines.CurriculumAgent.baseline import CurriculumAgent
+from l2rpn_baselines.CurriculumAgent.evaluate import evaluate
+from l2rpn_baselines.CurriculumAgent.train import train