What is a search problem: A solution to a search problem is a sequence of actions (a path) from s0 to a goal state. It is optimal if it has minimum sum of step costs. Traditional Problem: Tower of Hanoi. 解释:搜索问题可以解释为从original state to target state构建的…
许多 AI 系统训练完毕,正式上线时的基本操作往往可以抽象为:在高维向量空间中,给定一个向量,寻找与之最相近的 k 个向量.当向量数目异常巨大时,如何快速地执行这一基本操作,便成为 AI 系统在工程应用中必须解决的问题. Facebook 发布 faiss (Facebook AI Similarity Search) 就是专门用来解决这个问题的. 详细阐述请看 facebook 的原文: https://code.facebook.com/posts/1373769912645926/fais…
Copied From:https://computing.llnl.gov/tutorials/parallel_comp/ Author: Blaise Barney, Lawrence Livermore National Laboratory UCRL-MI-133316 Table of Contents Abstract Overview What is Parallel Computing? Why Use Parallel Computing? Who is Using Para…
这一个专题将会是有关AlphaGo的前世今生以及其带来的AI革命,总共分成三节.本人水平有限,如有错误还望指正.如需转载,须征得本人同意. Road to AI Revolution(通往AI革命之路),在这里我们将探索AlphaGo各项核心技术的源头及发展历程: Countdown to AI Revolution(AI革命倒计时),在这里我们将解构AlphaGo,看它是如何诞生的: AI Revolution and Beyond(AI革命及未来发展),在这里我们将解构AlphaGo Zer…
Behavior Selection Algorithms An Overview Michael Dawe, Steve Gargolinski, Luke Dicken, Troy Humphreys, and Dave Mark 翻译:TraceYang,钱康来 4.1 介绍 当家用机玩家对他们购买的游戏要求更高的时候,为游戏编写AI系统变得越来越难了.同时,一些移动平台的小游戏也突然开始活跃了,这使得让AI程序员知道如何在短时间内获得最佳的行为变得重要起来. 即使是强力的…
Introduction to Monte Carlo Tree Search (蒙特卡罗搜索树简介) 部分翻译自“Monte Carlo Tree Search and Its Applications”. 论文链接:http://digitalcommons.morris.umn.edu/cgi/viewcontent.cgi?article=1028&context=horizons MCTS 结合了传统 MC 随机采样的方法 和 树搜索的方法.MC 方法利用重复的随机采样来得到结果.在…
Scripted AI and Scripting Engines 脚本AI与脚本引擎 This chapter discusses some of the techniques you can use to apply a scripting system to the problem of game AI, and the benefits you can reap from doing this. At its most basic level, you can think of scri…
前言 在深度学习的应用过程中,数据的重要性不言而喻.继上篇介绍了数据合成(个人认为其在某种程度上可被看成一种数据增强方法)这个主题后,本篇聚焦于数据增强来介绍几篇杰作! (1)NanoNets : How to use Deep Learning when you have Limited Data (2)Data Augmentation | How to use Deep Learning when you have Limited Data—Part 2 网上也已经有了上述文章的翻译,推荐…
Relevant Readable Links Name Interesting topic Comment Edwin Chen 非参贝叶斯 徐亦达老板 Dirichlet Process 学习目标:Dirichlet Process, HDP, HDP-HMM, IBP, CRM Alex Kendall Geometry and Uncertainty in Deep Learning for Computer Vision 语义分割 colah's blog Feature Visu…
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers. Updated 2018 Copied from: https://medium.com/datadriveninvestor/a-curated-list-of-artificial-intelligence-ai-courses-books-video-lectures-and-papers-d2f584ca14f…
本文转自:https://zhuanlan.zhihu.com/p/25191377 AI突破性论文及代码实现汇总 极视角 · 2 天前 What Can AI Do For You? “The business plans of the next 10,000 startups are easy to forecast: Take X and add AI.” — Kevin Kelly "A hundred years ago electricity transformed countles…
