cfaed Publications

PolyGym: Polyhedral Optimizations as an Environment for Reinforcement Learning

Reference

Alexander Brauckmann, Andr'es Goens, Jeronimo Castrillon, "PolyGym: Polyhedral Optimizations as an Environment for Reinforcement Learning", Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques (PACT), pp. 17-29, Sep 2021. [doi]

Bibtex

@InProceedings{brauckmann_pact21,
author = {Brauckmann, Alexander and Goens, Andr{\'e}s and Castrillon, Jeronimo},
booktitle = {Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques (PACT)},
title = {PolyGym: Polyhedral Optimizations as an Environment for Reinforcement Learning},
month = sep,
doi = {10.1109/PACT52795.2021.00009},
pages = {17-29},
url = {https://ieeexplore.ieee.org/document/9563041},
year = {2021},
}

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2109_Brauckmann_PACT [PDF]

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https://cfaed.tu-dresden.de/publications?pubId=3182


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