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Job Shop Scheduling

Scheduling Task

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Showing 1–25 of 92 papers

TitleStatusHype
A Production Scheduling Framework for Reinforcement Learning Under Real-World ConstraintsCode1
Solving the Job Shop Scheduling Problem with Graph Neural Networks: A Customizable Reinforcement Learning EnvironmentCode2
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models—0
ALAS: A Stateful Multi-LLM Agent Framework for Disruption-Aware Planning—0
Adaptive Bias Generalized Rollout Policy Adaptation on the Flexible Job-Shop Scheduling Problem—0
Unraveling the Rainbow: can value-based methods schedule?Code0
Neural Combinatorial Optimization via Preference Optimization—0
Discrete Differential Evolution Particle Swarm Optimization Algorithm for Energy Saving Flexible Job Shop Scheduling Problem Considering Machine Multi States—0
Starjob: Dataset for LLM-Driven Job Shop SchedulingCode1
Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop SchedulingCode1
Self-Evaluation for Job-Shop Scheduling—0
Investigating the Monte-Carlo Tree Search Approach for the Job Shop Scheduling Problem—0
A Benchmarking Environment for Worker Flexibility in Flexible Job Shop Scheduling Problems—0
Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling ProblemsCode1
Automatic programming via large language models with population self-evolution for dynamic job shop scheduling problem—0
Offline reinforcement learning for job-shop scheduling problems—0
A Flexible Job Shop Scheduling Problem Involving Reconfigurable Machine Tools Under Industry 5.0—0
A History-Guided Regional Partitioning Evolutionary Optimization for Solving the Flexible Job Shop Problem with Limited Multi-load Automated Guided Vehicles—0
Optimizing Job Shop Scheduling in the Furniture Industry: A Reinforcement Learning Approach Considering Machine Setup, Batch Variability, and Intralogistics—0
Offline Reinforcement Learning for Learning to Dispatch for Job Shop SchedulingCode0
Developing an Algorithm Selector for Green Configuration in Scheduling Problems—0
Decision Transformer for Enhancing Neural Local Search on the Job Shop Scheduling Problem—0
LLMs can ScheduleCode1
Take a Step and Reconsider: Sequence Decoding for Self-Improved Neural Combinatorial OptimizationCode1
Evolutionary algorithm incorporating reinforcement learning for energy-conscious flexible job-shop scheduling problem with transportation and setup times—0
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