PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940
☆610May 29, 2018Updated 8 years ago
Alternatives and similar repositories for neural-combinatorial-rl-pytorch
Users that are interested in neural-combinatorial-rl-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Attention based model for learning to solve different routing problems☆1,360Aug 4, 2024Updated last year
- pytorch neural combinatorial optimization☆387Dec 26, 2017Updated 8 years 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
- Reinforcement Learning for Solving the Vehicle Routing Problem☆713May 5, 2021Updated 5 years ago
- Pytorch implementation of Pointer Network☆340Apr 17, 2019Updated 7 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.
- Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"☆517May 25, 2019Updated 7 years ago
- "Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver☆189Oct 27, 2021Updated 4 years ago
- in progress☆107Jun 11, 2017Updated 8 years ago
- Tensorflow implementation of an Actor Critic algorithm using a Pointer Network to solve the TSP (algorithm from Neural Combinatorial Opti…☆44Dec 22, 2017Updated 8 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆155Dec 21, 2019Updated 6 years ago
- TensorFlow implementation of "Pointer Networks"☆476Mar 1, 2017Updated 9 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆244Aug 26, 2021Updated 4 years ago
- ☆163Dec 11, 2019Updated 6 years ago
- Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Sessi…☆330Feb 10, 2022Updated 4 years ago
- 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.
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆407Dec 21, 2021Updated 4 years ago
- ☆35Apr 22, 2020Updated 6 years ago
- A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)☆877May 12, 2026Updated 2 weeks ago
- PyTorch implementation of Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning https://ieeexplor…☆66Oct 28, 2019Updated 6 years ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆205Jul 29, 2020Updated 5 years ago
- This is the official repository of the AI for TSP competition at IJCAI 2021☆27Nov 22, 2022Updated 3 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆81Oct 23, 2020Updated 5 years ago
- Awesome machine learning for combinatorial optimization papers.☆2,122May 21, 2026Updated last week
- "Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver☆208Jan 12, 2021Updated 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.
- ☆109May 30, 2020Updated 5 years ago
- ☆18Mar 21, 2019Updated 7 years ago
- Code for TSP Transformer☆195Mar 13, 2021Updated 5 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
- Neural Large Neighborhood Search: Learn to Design Heuristics for Vehicle Routing Problem (VRP), by Deep Learning and Reinforcement Learni…☆95Mar 10, 2021Updated 5 years ago
- Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search☆155Sep 2, 2024Updated last year
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆167Nov 19, 2022Updated 3 years ago
- Hierarchical deep reinforcement learning for combinatorial optimization problem☆34Sep 26, 2019Updated 6 years ago
- Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)☆32Dec 17, 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.
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆254Oct 2, 2022Updated 3 years ago
- Reinforcement learning for vrptw☆38Jun 19, 2020Updated 5 years ago
- ☆133Nov 7, 2022Updated 3 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
- Deep Reinforcement Learning for Multiobjective Optimization. Code for this paper☆186Jun 8, 2020Updated 5 years ago
- ☆28Dec 5, 2019Updated 6 years ago
- Dynamic Attention Model for Vehicle Routing Problem (arXiv:2002.03282)☆138Jul 6, 2023Updated 2 years ago