Tensorflow implementation of an Actor Critic algorithm using a Pointer Network to solve the TSP (algorithm from Neural Combinatorial Optimization with Reinforcement Learning, Bello et al, 2016)
☆44Dec 22, 2017Updated 8 years ago
Alternatives and similar repositories for Actor_CriticPointer_Network-TSP
Users that are interested in Actor_CriticPointer_Network-TSP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆18Mar 21, 2019Updated 7 years ago
- reinforcement learning for tsp by pointer network☆30Jun 13, 2017Updated 8 years ago
- Pointer networks 指针网络解决旅行商问题，基于tensorflow2。附带文章详解与代码注释。☆10Dec 1, 2021Updated 4 years ago
- "Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver☆189Oct 27, 2021Updated 4 years ago
- PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940☆610May 29, 2018Updated 7 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.
- The Chemical Reaction Optimization (CRO) algorithm with dependent classes in python 3.☆11Apr 21, 2020Updated 6 years ago
- in progress☆107Jun 11, 2017Updated 8 years ago
- 实现论文《Pointer Networks》中使用神经 网络对TSP求解。https://arxiv.org/abs/1506.03134☆30Dec 22, 2020Updated 5 years ago
- An implementation of "Pointer Networks" in Tensorflow☆44Jul 21, 2017Updated 8 years ago
- ☆35Apr 22, 2020Updated 6 years ago
- Hierarchical deep reinforcement learning for combinatorial optimization problem☆34Sep 26, 2019Updated 6 years ago
- Neural Network approaches for the Traveling Salesman Problem☆10Apr 20, 2021Updated 5 years ago
- Bin Packing Problem using Neural Combinatorial Optimization.☆112Mar 25, 2023Updated 3 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- PyTorch implementation of Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning https://ieeexplor…☆66Oct 28, 2019Updated 6 years ago
- We use Reinforcement for solving Travelling Salesman Problem (TSP) and Vehicle Routing Problem (VRP).☆15Aug 6, 2019Updated 6 years ago
- Pointer Networks☆103Nov 18, 2015Updated 10 years ago
- Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arX…☆536May 7, 2020Updated 6 years ago
- ☆22Aug 4, 2023Updated 2 years ago
- A peper list for machine learning models solving combinatorial problems, NP-hard problems and problems in graphs.☆14Aug 14, 2020Updated 5 years ago
- This is the official repository of the AI for TSP competition at IJCAI 2021☆27Nov 22, 2022Updated 3 years ago
- Q-Learning applied to the classic Travelling Salesman Problem☆19Apr 6, 2017Updated 9 years ago
- Pointer Networks Implementation in Keras☆11Aug 17, 2017Updated 8 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.
- TensorFlow implementation of Pointer Networks, modified to use a threshold (or hardmax) pointer instead of a softmax pointer.☆40Sep 6, 2017Updated 8 years ago
- Attention based model for learning to solve different routing problems☆1,356Aug 4, 2024Updated last year
- Using Q-Learning to solve a modified bin packing type problem.☆10Dec 8, 2022Updated 3 years ago
- ☆23Sep 27, 2020Updated 5 years ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆713May 5, 2021Updated 5 years ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆58Oct 20, 2020Updated 5 years ago
- ☆15Mar 12, 2020Updated 6 years ago
- Applying PBT optimization technique to different domains☆10Oct 16, 2019Updated 6 years ago
- A PyTorch annotated replication of the paper: https://arxiv.org/abs/2006.10637☆20Nov 20, 2020Updated 5 years ago
- 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.
- 1. Simulation of a job shop production system 2. Reinforcement Learning agent to control the production system☆11Sep 8, 2021Updated 4 years ago
- Implementation of Pointer Networks using PyTorch☆61Aug 11, 2023Updated 2 years ago
- A set of Python notebooks to introduce the fundamentals of numerical programming using extensive examples from engineering.☆38Feb 13, 2021Updated 5 years ago
- 2018 Short course for Python at the ASR ARM Meeting☆12Mar 16, 2018Updated 8 years ago
- This is a Machine Learning Practice Case of Predictive Maintenance by Python with NASA's Turbofan Engine Degradation Simulation Data Set.☆12Jan 13, 2021Updated 5 years ago
- Implementation of RL-Enabled Distributed Assignment (REDA)☆31Jul 9, 2024Updated last year
- Operations Research Application Project - Flow Shop Scheduling Based On Reinforcement Learning Algorithm☆105Aug 26, 2018Updated 7 years ago