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原创 Reinforcement Learning for Solving the Vehicle Routing Problem 笔记

增强学习 —— 车辆路径问题(VRP)摘要We present an end-to-end framework for solving the Vehicle Routing Problem (VRP) using reinforcement learning. In this approach, we train a single model that finds near-optima...

2019-05-13 22:14:31 4486 2

翻译 Learning Combinatorial Optimization Algorithms over Graphs 翻译

学习图组合优化算法摘要The design of good heuristics or approximation algorithms for NP-hard combinatorial optimization problems often requires significant specialized knowledge and trial-and-error. Can we au...

2019-05-13 22:14:10 1168

翻译 REVISED NOTE ON LEARNING QUADRATIC ASSIGNMENT WITH GRAPH NEURAL NETWORKS 翻译

revised note on learing quardatic assignment wiht graph neural networks关于使用 图神经网络 学习二次分配的修订说明摘要Inverse problems correspond to a certain type of optimization problems formulated over appropriate ...

2018-12-16 21:53:36 474

翻译 NEURAL COMBINATORIAL OPTIMIZATION WITH REINFORCEMENT LEARNING 翻译

Irwan Bello∗, Hieu Pham∗, Quoc V. Le, Mohammad Norouzi, Samy BengioGoogle Brain{ibello,hyhieu,qvl,mnorouzi,bengio}@google.com使用强化学习进行神经组合优化摘要This paper presents a framework to tackle combinato...

2018-12-16 17:04:33 1210

原创 MiniSat安装教程

一、环境和版本操作系统:Centos7 Sat版本:MiniSat2.2二、安装步骤(一)源代码获取1.直接获取[XXXXXXX]#mkdir github[XXXXXXX]#yum install -y git......[XXXXXXX]#git clone https://github.com/niklasso/minisat.git......2.下载后上...

2018-10-22 14:06:19 2374

原创 ubuntu gnome-tweak-tool:未找到命令

欢天喜地升级了ubuntu18,界面很爽,就gnome了,不熟多尝试。了解到这东西要用gnome-tweak-tool定制,装好后却出了这个xxxxxxxxxxxxxxxxxx:~$ sudo apt-get install gnome-tweak-tool[sudo] xxxx 的密码: 正在读取软件包列表... 完成正在分析软件包的依赖关系树       正在读取状态信息... 完成 ...

2018-05-26 20:33:34 10223 10

MiniSat2.2

MiniSat2.2 源代码包。SAT求解器。MiniSat is a minimalistic, open-source SAT solver, developed to help researchers and developers alike to get started on SAT.

2018-10-22

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