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Awesome machine learning for combinatorial optimization papers.

Python 100.00%
machine-learning combinatorial-optimization operations-research paper-list

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awesome-ml4co's Issues

Nurse Scheduling Problem

Hi

Thanks for the brilliant and awesome paper list.
Out of curiosity, which category would you think the "nurse scheduling problem" falls into?

It seems to be a "Binary Integer Program" and I haven't seen many papers on it (except CaVE).

What do you think?

Request for adding some paper list

Hi, Thank you for providing a nice collection of ml4co.

If you don't mind, can I share some list of papers that tackle co w/ RL?

  • ScheduleNet: Learn to solve multi-agent scheduling problems with reinforcement learning
    It tackles JSP and multiple agent extension of TSP (i.e. mTSP)
  • Learning to schedule job-shop problems: representation and policy learning using graph neural network and reinforcement learning
    It tackles JSP

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