Self-Labeling the Job Shop Scheduling Problem

Self-Labeling the Job Shop Scheduling Problem

22 January 2024

Angelo Porrello

Simone Calderara

Mauro DellÁmico

Papers citing "Self-Labeling the Job Shop Scheduling Problem"

12 / 12 papers shown

Title
OptimAI: Optimization from Natural Language Using LLM-Powered AI Agents Raghav Thind Youran Sun Ling Liang Haizhao Yang LLMAG 40 0 0 23 Apr 2025
Starjob: Dataset for LLM-Driven Job Shop Scheduling Henrik Abgaryan Tristan Cazenave Ararat Harutyunyan 41 0 0 26 Feb 2025
GraphXForm: Graph transformer for computer-aided molecular design Jonathan Pirnay Jan G. Rittig Alexander B. Wolf Martin Grohe Jakob Burger Alexander Mitsos D. G. Grimm AI4CE 58 1 0 03 Nov 2024
Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization Federico Berto Chuanbo Hua Laurin Luttmann Jiwoo Son Junyoung Park Kyuree Ahn Changhyun Kwon Lin Xie Jinkyoo Park 46 1 0 05 Sep 2024
Decision Transformer for Enhancing Neural Local Search on the Job Shop Scheduling Problem Constantin Waubert de Puiseau Fabian Wolz Merlin Montag Jannik Peters Hasan Tercan Tobias Meisen 39 0 0 04 Sep 2024
Take a Step and Reconsider: Sequence Decoding for Self-Improved Neural Combinatorial Optimization Jonathan Pirnay D. G. Grimm BDL 53 3 0 24 Jul 2024
GOAL: A Generalist Combinatorial Optimization Agent Learner Darko Drakulic Sofia Michel J. Andreoli 39 7 0 21 Jun 2024
Graph Neural Networks for Job Shop Scheduling Problems: A Survey Igor G. Smit Jianan Zhou Robbert Reijnen Yaoxin Wu Jian Chen Cong Zhang Z. Bukhsh Wim P. M. Nuijten Yingqian Zhang GNN AI4CE 41 8 0 20 Jun 2024
Self-Improvement for Neural Combinatorial Optimization: Sample without Replacement, but Improvement Jonathan Pirnay D. G. Grimm 56 11 0 22 Mar 2024
Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method James Kotary Ferdinando Fioretto Pascal Van Hentenryck 43 20 0 12 Oct 2021
Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning Cong Zhang Wen Song Zhiguang Cao Jie Zhang Puay Siew Tan Chi Xu 62 302 0 23 Oct 2020
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 71 1,459 0 29 Nov 2016