| Learning to Solve Job Shop Scheduling under Uncertainty | Mar 4, 2024 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 2 |
| Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem | Feb 27, 2024 | Graph AttentionJob Shop Scheduling | CodeCode Available | 1 |
| Learning-enabled Flexible Job-shop Scheduling for Scalable Smart Manufacturing | Feb 14, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Attention-based Reinforcement Learning for Combinatorial Optimization: Application to Job Shop Scheduling Problem | Jan 29, 2024 | Combinatorial OptimizationJob Shop Scheduling | —Unverified | 0 |
| Introducing PetriRL: An Innovative Framework for JSSP Resolution Integrating Petri nets and Event-based Reinforcement Learning | Jan 23, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Self-Labeling the Job Shop Scheduling Problem | Jan 22, 2024 | Job Shop SchedulingPseudo Label | CodeCode Available | 1 |
| Combinatorial Optimization with Policy Adaptation using Latent Space Search | Nov 13, 2023 | BenchmarkingCombinatorial Optimization | CodeCode Available | 1 |
| Solving the flexible job-shop scheduling problem through an enhanced deep reinforcement learning approach | Oct 24, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Residual Scheduling: A New Reinforcement Learning Approach to Solving Job Shop Scheduling Problem | Sep 27, 2023 | Deep Reinforcement LearningJob Shop Scheduling | —Unverified | 0 |
| Job Shop Scheduling Benchmark: Environments and Instances for Learning and Non-learning Methods | Aug 24, 2023 | Job Shop SchedulingScheduling | CodeCode Available | 1 |
