Learning a Latent Search Space for Routing Problems using Variational Autoencoders
☆28Jul 14, 2021Updated 4 years ago
Alternatives and similar repositories for CVAE-Opt
Users that are interested in CVAE-Opt are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆25Dec 11, 2022Updated 3 years ago
- ☆21Sep 11, 2021Updated 4 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆119Jun 3, 2024Updated last year
- ☆135Nov 7, 2022Updated 3 years ago
- Deep Learning Assisted Heuristic Tree Search for the Container Pre-marshalling Problem☆12Nov 26, 2019Updated 6 years 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.
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆52Apr 22, 2022Updated 4 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆87Dec 10, 2021Updated 4 years ago
- Official Implementation of Our ICLR 2023 paper "ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers…☆20Oct 23, 2024Updated last year
- ☆14Sep 13, 2022Updated 3 years ago
- ☆22May 3, 2025Updated last year
- Deep Point Process by PyTorch☆28Dec 9, 2020Updated 5 years ago
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆21Nov 16, 2024Updated last year
- Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Sessi…☆329Feb 10, 2022Updated 4 years ago
- ☆163Dec 11, 2019Updated 6 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Open Source Vehicle Routing Instance Generator☆18Aug 18, 2021Updated 4 years ago
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆45Jun 21, 2024Updated last year
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆101Nov 7, 2022Updated 3 years ago
- ☆85Aug 5, 2022Updated 3 years ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆58Oct 30, 2025Updated 6 months ago
- codes for the paper "Simulation-guided Beam Search for Neural Combinatorial Optimization"☆43Oct 2, 2022Updated 3 years ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆252Oct 2, 2022Updated 3 years ago
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆32Dec 3, 2025Updated 5 months ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆58Oct 20, 2020Updated 5 years ago
- 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.
- Attention based model for learning to solve different routing problems☆43Jun 21, 2022Updated 3 years ago
- Yamaha DX7 synthesizer with JAX☆19Jan 23, 2026Updated 3 months ago
- elkai is a Python library for approx. solving travelling salesman problems (TSP) based on LKH 3☆198Dec 23, 2024Updated last year
- Official Implementation of Memento☆21Nov 19, 2024Updated last year
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆243Aug 26, 2021Updated 4 years ago
- ☆14Nov 26, 2022Updated 3 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
- ☆47Apr 30, 2025Updated last year
- Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arX…☆534May 7, 2020Updated 5 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.
- A more scalable version of FILO.☆33Jan 11, 2026Updated 3 months ago
- A collection of problem abstractions and solver implementations for arc-routing problems☆27Oct 31, 2020Updated 5 years ago
- ☆24Feb 8, 2024Updated 2 years ago
- Source code associated with the paper "Deep Learning for Data-Driven Districting-and-Routing", authored by A. Ferraz, Q. Cappart, and T. …☆28Jul 2, 2025Updated 10 months ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆165Nov 2, 2020Updated 5 years ago
- LEARNING LATENT PERMUTATIONS WITH GUMBEL-SINKHORN NETWORKS IMPLEMENTATION WITH PYTORCH☆82Jul 6, 2023Updated 2 years ago
- Population-Based Reinforcement Learning for Combinatorial Optimization☆87Feb 12, 2024Updated 2 years ago