Towards Imitation Learning to Branch for MIP: A Hybrid Reinforcement Learning based Sample Augmentation Approach

Changwen Zhang, Wenli Ouyang, Hao Yuan, Liming Gong, Yong Sun +3 more
2/12/2026
Semantic Scholar

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@article{zhang2026towards,
  title  = {Towards Imitation Learning to Branch for MIP: A Hybrid Reinforcement Learning based Sample Augmentation Approach},
  author = {Changwen Zhang and Wenli Ouyang and Hao Yuan and Liming Gong and Yong Sun and Ziao Guo and Zhichen Dong and Junchi Yan},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:f6c73c0614e32e2d855dfb72808ba1b46acfb123},
  journal = {ICLR 2024 2024}
}

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