Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"
☆72Feb 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…☆30Jun 13, 2025Updated 10 months ago
- 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
- ☆18Dec 17, 2023Updated 2 years ago
- ☆332Feb 22, 2023Updated 3 years ago
- [ICLR 2025] Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling☆20Oct 20, 2025Updated 6 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This repository is the official implementation of the paper “Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement …☆180Sep 12, 2023Updated 2 years ago
- ☆22Jun 28, 2024Updated last year
- Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"☆380Aug 31, 2022Updated 3 years ago
- Self-Labeling the Job Shop Scheduling Problem☆22Jun 26, 2024Updated last year
- A benchmarking repo with various solution methods to various machine scheduling problems☆188Feb 6, 2025Updated last year
- The official implementation of "RouteExplainer: An Explanation Framework for Vehicle Routing Problem" (PAKDD 2024, oral)☆17Apr 5, 2024Updated 2 years ago
- DRL for solving the dynamic job shop schedule problems with uncertain time☆29Nov 17, 2023Updated 2 years ago
- COR paper: A Deep Multi-Agent Reinforcement Learning Approach to Solve Dynamic Job Shop Scheduling Problem☆91Mar 18, 2025Updated last year
- An OpenAi Gym environment for the Job Shop Scheduling problem.☆238May 20, 2025Updated 11 months 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.
- ☆25Oct 25, 2023Updated 2 years ago
- 基于图神经网络解决JSSP(job shop scheduling problem)问题☆12Nov 29, 2023Updated 2 years ago
- This is the official code of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for Flexible Job-shop Scheduling Pr…☆386Mar 27, 2023Updated 3 years ago
- Deep Reinforcement Learning Based on Graph Neural Networks for Job-shop Scheduling☆40Apr 7, 2023Updated 3 years ago
- Master's Thesis - Graph Neural Networks for Compact Representation for Job Shop Scheduling Problems: A Comparative Benchmark☆49Aug 30, 2021Updated 4 years ago
- The code and data will be published after accepting our paper☆96Sep 7, 2022Updated 3 years ago
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆273Jan 24, 2026Updated 3 months ago
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆21Nov 16, 2024Updated last year
- [NeurIPS 2025] PARCO: Parallel AutoRegressive Combinatorial Optimization☆51Dec 3, 2025Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Reinforcement learning approach for job shop scheduling☆306Jan 4, 2024Updated 2 years ago
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆45Jun 21, 2024Updated last year
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆32Dec 3, 2025Updated 5 months ago
- A Hybrid Genetic Tabu Search Algorithm for Distributed Flexible Job Shop Scheduling Problems ( published on Journal of Manufacturing Syst…☆13Sep 3, 2023Updated 2 years ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆59May 3, 2024Updated 2 years ago
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆41Apr 6, 2025Updated last year
- This is the official code for the baseline methods of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for Flexib…☆108Feb 11, 2023Updated 3 years ago
- [ICLR 2025] Graph Assisted Offline-Online Deep Reinforcement Learning (GOODRL) for Dynamic Workflow Scheduling (DWS)☆24Feb 24, 2025Updated last year
- GPU-accelerated Ant Colony Optimization (ACO)☆17Feb 28, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A PyTorch-Based GPU Parallel Env for IPPS Problem, supporting DRL, IL and Learning Guided MCTS.☆17Oct 4, 2025Updated 7 months ago
- Deep reinforcement learning methods for flexible job shop scheduling problems☆41Nov 7, 2023Updated 2 years ago
- Code for SIGKDD2025 paper: An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem☆14Jan 28, 2025Updated last year
- Job Shop☆19Jan 3, 2025Updated last year
- Evolution of Heuristics☆308Apr 17, 2026Updated 2 weeks ago
- 《A genetic algorithm for flexible job shop scheduling with fuzzy processing time》☆15Mar 4, 2023Updated 3 years ago
- Official Schlably Repository by the Institute for TMDT☆97Feb 23, 2023Updated 3 years ago