A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
☆901Sep 14, 2026Updated last week
Alternatives and similar repositories for rl4co
Users that are interested in rl4co are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆132Apr 13, 2023Updated 3 years ago
- [TMLR 2025 → ICML 2026] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆125Dec 3, 2025Updated 9 months ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆586Sep 4, 2026Updated 2 weeks ago
- Attention based model for learning to solve different routing problems☆1,386Aug 4, 2024Updated 2 years ago
- Neural Combinatorial Optimization☆124Updated this week
- 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.
- [NeurIPS 2025] PARCO: Parallel AutoRegressive Combinatorial Optimization☆57Dec 3, 2025Updated 9 months ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆268Oct 2, 2022Updated 3 years ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆106Jan 25, 2025Updated last year
- ☆29Nov 5, 2023Updated 2 years ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆100May 28, 2025Updated last year
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆198Sep 29, 2024Updated last year
- Open-source, state-of-the-art vehicle routing problem solver in an easy-to-use Python package.☆697Sep 14, 2026Updated last week
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆300Jan 24, 2026Updated 7 months ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆56Jul 24, 2024Updated 2 years 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.
- Awesome machine learning for combinatorial optimization papers.☆2,167Jul 19, 2026Updated 2 months ago
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆46Jul 9, 2026Updated 2 months ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆266Sep 10, 2024Updated 2 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆83Jun 3, 2025Updated last year
- ☆94Jul 23, 2026Updated last month
- [ICLR 2026] Neural Combinatorial Optimization for Real-World Routing☆38Feb 27, 2026Updated 6 months ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆169Nov 19, 2022Updated 3 years ago
- ☆57May 14, 2025Updated last year
- multi-task learning for routing problem☆24Dec 2, 2025Updated 9 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆59Jun 3, 2025Updated last year
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆32Dec 3, 2025Updated 9 months ago
- Population-Based Reinforcement Learning for Combinatorial Optimization☆88Feb 12, 2024Updated 2 years ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆30Jan 22, 2026Updated 8 months ago
- Official repository for GFACS☆38May 17, 2024Updated 2 years ago
- ☆133Nov 7, 2022Updated 3 years ago
- ☆46Nov 17, 2023Updated 2 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆244Aug 26, 2021Updated 5 years ago
- [ICLR 2026] Towards Efficient Constraint Handling in Neural Solvers for Routing Problems☆16Sep 13, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆22Nov 16, 2024Updated last year
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆42Apr 6, 2025Updated last year
- A Collection on Large Language Models for Optimization☆400Mar 31, 2026Updated 5 months ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆121Jun 3, 2024Updated 2 years ago
- Evolution of Heuristics☆362Aug 6, 2026Updated last month
- ☆18Apr 20, 2025Updated last year
- Deep Reinforced Multi-Pointer Transformer forthe Traveling Salesman Problem☆43Feb 16, 2022Updated 4 years ago