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 9 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☆612May 29, 2018Updated 8 years 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.
- in progress☆107Jun 11, 2017Updated 9 years ago
- pytorch neural combinatorial optimization☆387Dec 26, 2017Updated 8 years ago
- ☆44Nov 17, 2023Updated 2 years ago
- This is the implementation of my paper "Memory-Efficient Transformer-based Network Model for Traveling Salesman Problem"☆27May 9, 2022Updated 4 years ago
- Pointer Networks Implementation to solve Convex-Hull and TSP problems using supervised and RL training.☆15Sep 30, 2023Updated 2 years ago
- Pytorch implementation of Pointer Network☆339Apr 17, 2019Updated 7 years ago
- ☆35Apr 22, 2020Updated 6 years ago
- Hierarchical deep reinforcement learning for combinatorial optimization problem☆34Sep 26, 2019Updated 6 years ago
- TensorFlow implementation of "Pointer Networks"☆476Mar 1, 2017Updated 9 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- 代码部分参考了大佬的可视化调度器https://github.com/AkatsukiCC/huawei2019-with-visualization，没有加调度器，用融合了地杰斯特拉的贪婪思想的A-star算法计算出来最短路径，然后将车辆按照路径长短和车辆速度两个维度进行…☆12Dec 7, 2019Updated 6 years ago
- PyTorch implementation of Online Vehicle Routing With Neural Combinatorial Optimization and Deep Reinforcement Learning https://ieeexplor…☆65Oct 28, 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
- 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…☆539May 7, 2020Updated 6 years ago
- Pointer Networks is a new neural architecture to learn the conditional probability of an output sequence with elements that are discrete …☆77Jan 7, 2022Updated 4 years ago
- Code for the paper "A Boolean Task Algebra For Reinforcement Learning"☆11Dec 8, 2022Updated 3 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.
- An end to end reinforcement learning approach with a reinforcement learning environment modeled as a CP model☆37Nov 5, 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☆28Nov 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
- TensorFlow implementation of Pointer Networks, modified to use a threshold (or hardmax) pointer instead of a softmax pointer.☆40Sep 6, 2017Updated 8 years ago
- Solving Traveling Salesman Problem with reinforcement learning...☆56Aug 26, 2019Updated 6 years ago
- Attention based model for learning to solve different routing problems☆1,381Aug 4, 2024Updated last year
- A fork of ns3 LTE module for reinforcement learning experiments☆13Feb 20, 2017Updated 9 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Detection of Denial of service attack like Blackhole and Greyhole attack in wireless mesh network.☆16Aug 10, 2017Updated 8 years ago
- Reinforcement Learning for Solving the Vehicle Routing Problem☆711May 5, 2021Updated 5 years ago
- Predicting the road accident severity depending on weather, vehicle, and road conditions with ML models using CRISP-DM methodology☆10Mar 6, 2020Updated 6 years ago
- 2018 Short course for Python at the ASR ARM Meeting☆12Mar 16, 2018Updated 8 years ago
- python摄像头实时人脸识别并返回人脸个数☆17Nov 22, 2018Updated 7 years ago
- A comprehensive set of colab notebooks to showcase the principal differences among XAI techniques☆12Aug 4, 2025Updated 11 months ago
- 指针网络+强化学习 解决旅行商(TSP)问题☆96Nov 2, 2021Updated 4 years ago