Code samples and supplementary materials for training and workshops.
If you use (part) of this code, please cite this repo and following studies:
[1] A. H. Ardakani, J. Hurink, I. Gibson and E. Shirazi, Attention-Based Temporal Reinforcement Learning for Energy System Control, 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), Valletta, Malta, 2025, pp. 1-5, doi: 10.1109/ISGTEurope64741.2025.11305619.
[2] A. H. Ardakani, J. Hurink, I. Gibson and E. Shirazi, Embedding Temporal Awareness in Reinforcement Learning Models for Energy System Control, Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems (E-Energy '25). Association for Computing Machinery, New York, NY, USA, 2025, 1002–1004. https://doi.org/10.1145/3679240.3734686
The RL lecture handouts can be found here: https://github.com/ES-Lab/Edu-Kit/blob/6790ac9b09f855682d43649e9df5c197683ab22a/E%20Shirazi%20-%20RL%20Lecture.pdf