Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates

Kyle Mana, Fernando Acero, Stephen Mak, Parisa Zehtabi, Michael Cashmore, Daniele Magazzeni, Manuela Veloso. Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 20786-20793, AAAI Press, 2024. [doi]

@inproceedings{ManaAMZCMV24,
  title = {Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates},
  author = {Kyle Mana and Fernando Acero and Stephen Mak and Parisa Zehtabi and Michael Cashmore and Daniele Magazzeni and Manuela Veloso},
  year = {2024},
  doi = {10.1609/aaai.v38i18.30067},
  url = {https://doi.org/10.1609/aaai.v38i18.30067},
  researchr = {https://researchr.org/publication/ManaAMZCMV24},
  cites = {0},
  citedby = {0},
  pages = {20786-20793},
  booktitle = {Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada},
  editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan},
  publisher = {AAAI Press},
}