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Job Shop Scheduling

Scheduling Task

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Showing 1–50 of 92 papers

TitleStatusHype
Learning to Solve Job Shop Scheduling under UncertaintyCode2
Solving the Job Shop Scheduling Problem with Graph Neural Networks: A Customizable Reinforcement Learning EnvironmentCode2
Winner Takes It All: Training Performant RL Populations for Combinatorial OptimizationCode1
An actor-critic algorithm with policy gradients to solve the job shop scheduling problem using deep double recurrent agentsCode1
An End-to-End Reinforcement Learning Approach for Job-Shop Scheduling Problems Based on Constraint ProgrammingCode1
A Production Scheduling Framework for Reinforcement Learning Under Real-World ConstraintsCode1
A Reinforcement Learning Environment For Job-Shop SchedulingCode1
Combinatorial Optimization with Policy Adaptation using Latent Space SearchCode1
Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement LearningCode1
Hybrid intelligence for dynamic job-shop scheduling with deep reinforcement learning and attention mechanismCode1
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
Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop SchedulingCode1
Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement LearningCode1
Learning to generalize Dispatching rules on the Job Shop SchedulingCode1
Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling ProblemCode1
Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop SchedulingCode1
LLMs can ScheduleCode1
Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling ProblemsCode1
Decomposition Strategies and Multi-shot ASP Solving for Job-shop SchedulingCode1
ScheduleNet: Learn to solve multi-agent scheduling problems with reinforcement learningCode1
schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling ExperimentsCode1
Self-Improvement for Neural Combinatorial Optimization: Sample without Replacement, but ImprovementCode1
Self-Labeling the Job Shop Scheduling ProblemCode1
Starjob: Dataset for LLM-Driven Job Shop SchedulingCode1
Take a Step and Reconsider: Sequence Decoding for Self-Improved Neural Combinatorial OptimizationCode1
A Benchmarking Environment for Worker Flexibility in Flexible Job Shop Scheduling Problems—0
Decision Transformer for Enhancing Neural Local Search on the Job Shop Scheduling Problem—0
Developing an Algorithm Selector for Green Configuration in Scheduling Problems—0
Discrete Differential Evolution Particle Swarm Optimization Algorithm for Energy Saving Flexible Job Shop Scheduling Problem Considering Machine Multi States—0
Effective and interpretable dispatching rules for dynamic job shops via guided empirical learning—0
Enhancing Constraint Programming via Supervised Learning for Job Shop Scheduling—0
Evaluation of bioinspired algorithms for the solution of the job scheduling problem—0
Evolutionary algorithm incorporating reinforcement learning for energy-conscious flexible job-shop scheduling problem with transportation and setup times—0
Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method—0
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models—0
Frequency Fitness Assignment: Making Optimization Algorithms Invariant under Bijective Transformations of the Objective Function Value—0
Generation of Near-Optimal Solutions Using ILP-Guided Sampling—0
Recurrent neural network approach for cyclic job shop scheduling problem—0
Reinforcement Learning Approach for Multi-Agent Flexible Scheduling Problems—0
A self-tuning Firefly algorithm to tune the parameters of Ant Colony System (ACSFA)—0
A Tailored NSGA-III Instantiation for Flexible Job Shop Scheduling—0
Attention-based Reinforcement Learning for Combinatorial Optimization: Application to Job Shop Scheduling Problem—0
Automatic programming via large language models with population self-evolution for dynamic job shop scheduling problem—0
Beyond Training: Optimizing Reinforcement Learning Based Job Shop Scheduling Through Adaptive Action Sampling—0
Graph neural networks-based Scheduler for Production planning problems using Reinforcement Learning—0
Curriculum Learning in Job Shop Scheduling using Reinforcement Learning—0
Graph Neural Networks for Job Shop Scheduling Problems: A Survey—0
Human-Machine Collaborative Optimization via Apprenticeship Scheduling—0
Hybrid ASP-based multi-objective scheduling of semiconductor manufacturing processes (Extended version)—0
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