Learning a Latent Search Space for Routing Problems using Variational Autoencoders
☆29Jul 14, 2021Updated 5 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:
- Efficient Active Search☆53Mar 25, 2022Updated 4 years ago
- ☆21Sep 11, 2021Updated 4 years ago
- ☆25Dec 11, 2022Updated 3 years ago
- Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem☆111Aug 20, 2020Updated 6 years ago
- Deep Learning Assisted Heuristic Tree Search for the Container Pre-marshalling Problem☆12Nov 26, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆54Apr 22, 2022Updated 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
- ☆15Sep 13, 2022Updated 3 years ago
- 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…☆332Feb 10, 2022Updated 4 years ago
- Open Source Vehicle Routing Instance Generator☆20Aug 18, 2021Updated 5 years ago
- Codes for AAAI22 paper "Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum"☆24Mar 3, 2022Updated 4 years ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆102Nov 7, 2022Updated 3 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.
- ☆88Aug 5, 2022Updated 4 years ago
- ☆54Jul 22, 2021Updated 5 years ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆59Oct 30, 2025Updated 10 months ago
- Library of Split algorithms, including the O(n) (linear time) algorithm for the CVRP, from "Vidal, Thibaut (2016). Technical note: Split …☆23Oct 19, 2018Updated 7 years ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆267Oct 2, 2022Updated 3 years ago
- Attention based model for learning to solve different routing problems☆43Jun 21, 2022Updated 4 years ago
- ☆24May 3, 2025Updated last year
- [ICLR 2026] Towards Efficient Constraint Handling in Neural Solvers for Routing Problems☆15Feb 20, 2026Updated 6 months ago
- Deep Learning for Natural Language Processing (NLP) using Variational Autoencoders (VAE)☆11May 15, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [SIGKDD 2023] HardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware Baseline☆23Jun 16, 2023Updated 3 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆244Aug 26, 2021Updated 5 years ago
- ☆14Nov 26, 2022Updated 3 years ago
- A Reinforcement Learning Approach to the Orienteering Problem with Time Windows☆25Dec 5, 2021Updated 4 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆65Dec 11, 2022Updated 3 years ago
- Neural Large Neighborhood Search: Learn to Design Heuristics for Vehicle Routing Problem (VRP), by Deep Learning and Reinforcement Learni…☆94Mar 10, 2021Updated 5 years ago
- ☆47Apr 30, 2025Updated last year
- 🎓Automatically Update CV Papers Daily using Github Actions (Update Every 12th hours)☆12May 17, 2026Updated 3 months ago
- Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arX…☆537May 7, 2020Updated 6 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆14Mar 16, 2023Updated 3 years ago
- ☆26Jun 12, 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. …☆27Jul 2, 2025Updated last year
- ☆10Jun 28, 2022Updated 4 years ago
- Unofficial pytorch implementation of the paper "Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding", NeurIPS 20…☆13Apr 24, 2024Updated 2 years ago
- ☆24Feb 8, 2024Updated 2 years ago
- A collection of problem abstractions and solver implementations for arc-routing problems☆27Oct 31, 2020Updated 5 years ago