Learning to generalize Dispatching rules on the Job Shop Scheduling

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Learning to generalize Dispatching rules on the Job Shop Scheduling

9 June 2022

Zangir Iklassov

Dmitrii Medvedev

Rubén Solozabal

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Papers citing "Learning to generalize Dispatching rules on the Job Shop Scheduling"

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Title
Graph Neural Networks for Job Shop Scheduling Problems: A Survey Igor G. Smit Jianan Zhou Robbert Reijnen Yaoxin Wu Jian Chen Cong Zhang Zaharah Bukhsh Wim P. M. Nuijten Yingqian Zhang GNN AI4CE 117 11 0 20 Jun 2024
Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem Cong Zhang Zhiguang Cao Yaoxin Wu Wen Song Jing-rong Sun 65 3 0 27 Feb 2024
Self-Labeling the Job Shop Scheduling Problem Andrea Corsini Angelo Porrello Simone Calderara Mauro DellÁmico SSL 102 15 0 22 Jan 2024
Curriculum Learning in Job Shop Scheduling using Reinforcement Learning Constantin Waubert de Puiseau Hasan Tercan Tobias Meisen 50 2 0 17 May 2023
schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments Constantin Waubert de Puiseau Jannik Peters Christian Dörpelkus Hasan Tercan Tobias Meisen OffRL 31 8 0 10 Jan 2023
Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling Cong Zhang Zhiguang Cao Wen Song Puay Siew Tan Jie Zhang 80 18 0 20 Nov 2022