conference paper · 2023

High Performance Computing Reinforcement Learning Framework for Power System Control

Ivana Damjanovic , Ivica Pavic , Mario Brcic , Roko Jercic

2023 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), pp. 1-5

DOI: 10.1109/ISGT51731.2023.10066416

Notes

Presents an HPC-scale reinforcement-learning framework for training controllers on realistic power-grid simulations, addressing the throughput bottleneck that has limited prior single-node RL research in power-system operation.

How to cite

@inproceedings{brcic2023damjanovic,
  author = {Ivana Damjanovic and Ivica Pavic and Mario Brcic and Roko Jercic},
  title = {High Performance Computing Reinforcement Learning Framework for Power System Control},
  booktitle = {2023 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), pp. 1-5},
  year = {2023},
  doi = {10.1109/ISGT51731.2023.10066416},
  url = {https://doi.org/10.1109/ISGT51731.2023.10066416},
}

Topics:

decision intelligence