[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
☆190Sep 29, 2024Updated last year
Alternatives and similar repositories for DeepACO
Users that are interested in DeepACO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆106Jan 25, 2025Updated last year
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆21Nov 16, 2024Updated last year
- Population-Based Reinforcement Learning for Combinatorial Optimization☆87Feb 12, 2024Updated 2 years ago
- Official repository for GFACS☆36May 17, 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
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution☆288Jan 24, 2026Updated 5 months ago
- A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)☆888May 12, 2026Updated last month
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆56Jul 24, 2024Updated last year
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆99May 28, 2025Updated last year
- ☆44Nov 17, 2023Updated 2 years ago
- ☆25Oct 25, 2023Updated 2 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆82Jun 3, 2025Updated last year
- ☆94May 14, 2026Updated last month
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆259Sep 10, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Neural Destruction Search for Vehicle Routing Problems☆20Oct 6, 2025Updated 8 months ago
- ☆29Nov 5, 2023Updated 2 years ago
- ☆34Feb 20, 2026Updated 4 months ago
- codes for the paper "Simulation-guided Beam Search for Neural Combinatorial Optimization"☆44Oct 2, 2022Updated 3 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆135Apr 13, 2023Updated 3 years ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆559Jun 21, 2026Updated last week
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆258Oct 2, 2022Updated 3 years ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆59May 3, 2024Updated 2 years ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆30Jan 22, 2026Updated 5 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.
- ☆18Jun 30, 2023Updated 3 years ago
- ☆25Dec 11, 2022Updated 3 years ago
- ☆23May 3, 2025Updated last year
- ☆133Nov 7, 2022Updated 3 years ago
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆32Dec 3, 2025Updated 7 months ago
- The official implementation of Convergent Graph Solvers (CGS)☆21Feb 1, 2022Updated 4 years ago
- Official Implementation of the paper: INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer☆28Jul 4, 2024Updated 2 years ago
- [NeurIPS 2025] PARCO: Parallel AutoRegressive Combinatorial Optimization☆56Dec 3, 2025Updated 7 months ago
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆45Feb 17, 2026Updated 4 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆25May 15, 2024Updated 2 years ago
- [ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"☆23Dec 7, 2024Updated last year
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆10Dec 19, 2023Updated 2 years ago
- Efficient Active Search☆53Mar 25, 2022Updated 4 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆63Dec 11, 2022Updated 3 years 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
- The source code of MD-MTA☆14Aug 27, 2024Updated last year