Neural Stochastic Dual Dynamic Programming

1 December 2021

Papers citing "Neural Stochastic Dual Dynamic Programming"

7 / 7 papers shown

Title
ICNN-enhanced 2SP: Leveraging input convex neural networks for solving two-stage stochastic programming Yu Liu Fabricio Oliveira 46 0 0 08 May 2025
Transformer-based Stagewise Decomposition for Large-Scale Multistage Stochastic Optimization Chanyeon Kim Jongwoon Park Hyun-sool Bae Woo Chang Kim 42 3 0 03 Apr 2024
Business Metric-Aware Forecasting for Inventory Management Helen Zhou Sercan Ö. Arik Jingtao Wang AI4TS 18 4 0 24 Aug 2023
Learning to Optimize with Stochastic Dominance Constraints H. Dai Yuan Xue Niao He B. Wang Na Li Dale Schuurmans Bo Dai 14 6 0 14 Nov 2022
Neur2SP: Neural Two-Stage Stochastic Programming Justin Dumouchelle R. Patel Elias Boutros Khalil Merve Bodur 56 27 0 20 May 2022
Fast Continuous and Integer L-shaped Heuristics Through Supervised Learning Eric Larsen Emma Frejinger B. Gendron Andrea Lodi 22 19 0 02 May 2022
Reinforcement Learning for Freight Booking Control Problems Justin Dumouchelle Emma Frejinger Andrea Lodi 11 1 0 29 Jan 2021