Branch & Learn with Post-hoc Correction for Predict+Optimize with Unknown Parameters in Constraints
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-33271-5_18
Reference20 articles.
1. Cappart, Q., Moisan, T., Rousseau, L.M., Prémont-Schwarz, I., Cire, A.A.: Combining reinforcement learning and constraint programming for combinatorial optimization. In: Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, vol. 35, pp. 3677–3687 (2021)
2. Lecture Notes in Computer Science;M Collet,2020
3. Demirović, E., et al.: Predict+Optimise with ranking objectives: exhaustively learning linear functions. In: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, pp. 1078–1085 (2019)
4. Demirović, E., et al.: Dynamic programming for Predict+Optimise. In: Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, pp. 1444–1451 (2020)
5. Elmachtoub, A.N., Grigas, P.: Smart predict, then optimize. Manag. Sci. 68(1), 9–26 (2022)
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