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Job Shop Scheduling

Scheduling Task

Papers

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Showing 26–50 of 92 papers

TitleStatusHype
Graph Neural Networks for Job Shop Scheduling Problems: A Survey—0
Beyond Training: Optimizing Reinforcement Learning Based Job Shop Scheduling Through Adaptive Action Sampling—0
Multi-Representation Genetic Programming: A Case Study on Tree-based and Linear Representations—0
Self-Improvement for Neural Combinatorial Optimization: Sample without Replacement, but ImprovementCode1
Leveraging Constraint Programming in a Deep Learning Approach for Dynamically Solving the Flexible Job-Shop Scheduling Problem—0
Learning to Solve Job Shop Scheduling under UncertaintyCode2
Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling ProblemCode1
Learning-enabled Flexible Job-shop Scheduling for Scalable Smart Manufacturing—0
Attention-based Reinforcement Learning for Combinatorial Optimization: Application to Job Shop Scheduling Problem—0
Introducing PetriRL: An Innovative Framework for JSSP Resolution Integrating Petri nets and Event-based Reinforcement Learning—0
Self-Labeling the Job Shop Scheduling ProblemCode1
Combinatorial Optimization with Policy Adaptation using Latent Space SearchCode1
Solving the flexible job-shop scheduling problem through an enhanced deep reinforcement learning approach—0
Residual Scheduling: A New Reinforcement Learning Approach to Solving Job Shop Scheduling Problem—0
Job Shop Scheduling Benchmark: Environments and Instances for Learning and Non-learning MethodsCode1
Job Shop Scheduling via Deep Reinforcement Learning: a Sequence to Sequence approachCode1
Hybrid ASP-based multi-objective scheduling of semiconductor manufacturing processes (Extended version)—0
An End-to-End Reinforcement Learning Approach for Job-Shop Scheduling Problems Based on Constraint ProgrammingCode1
Policy-Based Self-Competition for Planning ProblemsCode0
Curriculum Learning in Job Shop Scheduling using Reinforcement Learning—0
Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement LearningCode1
Addressing distributional shifts in operations management: The case of order fulfillment in customized productionCode0
Two-Stage Learning For the Flexible Job Shop Scheduling Problem—0
schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling ExperimentsCode1
A Memetic Algorithm with Reinforcement Learning for Sociotechnical Production Scheduling—0
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