Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"
☆78Feb 23, 2025Updated last year
Alternatives and similar repositories for L2S
Users that are interested in L2S are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆34Jun 13, 2025Updated last year
- Official codebase for "Job Shop Scheduling via Deep Reinforcement Learning: a Sequence to Sequence approach", published at LION17 (17th L…☆34Jan 24, 2024Updated 2 years ago
- This repository is the official implementation of the paper “Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement …☆201Sep 12, 2023Updated 3 years ago
- ☆351Feb 22, 2023Updated 3 years ago
- Self-Labeling the Job Shop Scheduling Problem☆25Jun 26, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"☆391Aug 31, 2022Updated 4 years ago
- A benchmarking repo with various solution methods to various machine scheduling problems☆217Sep 24, 2026Updated last month
- [ICLR 2025] Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling☆29Oct 20, 2025Updated last year
- This repository provides an OpenAI Gym-compatible environment for production scheduling tasks, designed to benchmark reinforcement learni…☆58Apr 28, 2026Updated 6 months ago
- Flexible Job Shop Instances☆89May 1, 2026Updated 6 months ago
- Official implementation of ICLR 2026 paper "ReSched: Rethinking Flexible Job Shop Scheduling from a Transformer-based Architecture with S…☆40Sep 12, 2026Updated last month
- Implementation of "Learning Variable Ordering Heuristics for Solving Constraint Satisfaction Problems"☆11Feb 14, 2022Updated 4 years ago
- Deep Reinforcement Learning Based on Graph Neural Networks for Job-shop Scheduling☆41Apr 7, 2023Updated 3 years ago
- IJPR paper: Deep Reinforcement Learning for dynamic scheduling of a flexible job shop☆133Mar 9, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- COR paper: A Deep Multi-Agent Reinforcement Learning Approach to Solve Dynamic Job Shop Scheduling Problem☆98Mar 18, 2025Updated last year
- This is the official code of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for Flexible Job-shop Scheduling Pr…☆404Mar 27, 2023Updated 3 years ago
- Code for SIGKDD2025 paper: An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem☆16Jan 28, 2025Updated last year
- 基于图神经网络解决JSSP(job shop scheduling problem)问题☆13Nov 29, 2023Updated 2 years ago
- DRL for solving the dynamic job shop schedule problems with uncertain time☆30Nov 17, 2023Updated 2 years ago
- [AAAI 2024] Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning☆19Dec 17, 2023Updated 2 years ago
- 《A genetic algorithm for flexible job shop scheduling with fuzzy processing time》☆15Mar 4, 2023Updated 3 years ago
- ☆27Jun 28, 2024Updated 2 years ago
- Master's Thesis - Graph Neural Networks for Compact Representation for Job Shop Scheduling Problems: A Comparative Benchmark☆51Aug 30, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Solve production scheduling problems with constraint programming in Python.☆179Aug 14, 2026Updated 2 months ago
- A learnable Meta Optimizer for Combinatorial Optimization☆12Nov 29, 2024Updated last year
- A Hybrid Genetic Tabu Search Algorithm for Distributed Flexible Job Shop Scheduling Problems ( published on Journal of Manufacturing Syst…☆13Sep 3, 2023Updated 3 years ago
- This is the official code for the baseline methods of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for Flexib…☆114Feb 11, 2023Updated 3 years ago
- This project uses Deep Q-Network(DQN) for job shop scheduling in Reinforcement learning, and the information is taken from the public dat…☆24Dec 29, 2023Updated 2 years ago
- Reinforcement learning approach for job shop scheduling☆313Jan 4, 2024Updated 2 years ago
- An OpenAi Gym environment for the Job Shop Scheduling problem.☆245May 20, 2025Updated last year
- this repository is used to reappear thesis《Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learnin…☆77Sep 22, 2021Updated 5 years ago
- The code and data will be published after accepting our paper☆96Sep 7, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆14Sep 21, 2024Updated 2 years ago
- code for paper "BOPO: Neural Combinatorial Optimization via Best-anchored and Objective-guided Preference Optimization"☆18Mar 1, 2026Updated 8 months ago
- [PAKDD 2024 Oral] Code for "RouteExplainer: An Explanation Framework for Vehicle Routing Problem"☆19Apr 5, 2024Updated 2 years ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆306Jan 24, 2026Updated 9 months ago
- ☆25Oct 25, 2023Updated 3 years ago
- Job Shop☆19Jan 3, 2025Updated last year
- This is the implemention of JSSP with RL. The framework used for RL is actor critic and the dataset comes from Tianchi competition.☆101Apr 9, 2021Updated 5 years ago