对于人工智能的学习有哪些建议?【转】

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对于人工智能的学习有哪些建议?【转】

桃子红了呐 2017-11-14 13:15:00 浏览3172
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转自:https://www.zhihu.com/question/20132531

张石
咳咳,农民伯伯来了,我家那片代码有点荒了呀
 
 

人工智能编程——咳咳,我也是搬运工。。。。

AI Programming Resources

PC AI - Logic Programming
PC AI - Artificial Intelligence
Computational Logic


genetic-programming.org-Home-Page
ILOG, Inc.
IBM - ILOG is now part of IBM
University of Washington: Constraint-Based Systems
UW Constraint-Based Systems
Declarative Systems & Software Engineering (DSSE) Group
Dependable Systems & Software Engineering Research Group
Extreme Software
Price Request
Topics in Information Processing 2CS24: Declarative Languages
2cs24 Declarative
Constraint Logic Programming

Catalog of compilers: CLP(R)


comp.lang.functional FAQ

Mondrian
Mondrian's E-Cigs
John McCarthy
John McCarthy
Screamer Tool Repository

Lisp Resources

Successful Lisp
Mercury Project

The Miranda Programming Language
The Miranda Programming Language
Mozart Programming System

Oz Programming System
The Oz Programming System
Logic Programming Associates
Welcome to LPA
Cetus Links: Prolog

The Scheme Programming Language
The Scheme Programming Language

Welcome to schemers.org!
CMU Scheme Repository

html


自然语言处理

HNC自然语言理解处理网站
欢迎光临HNC自然语言理解网站!
comp.speech WWW Site [UK] - Information on speech technology products and soft

ware.
comp.speech WWW site
Computational Semiotics and Fuzzy Linguistics

stract.html
Computational Semiotics
Computational Semiotics
Grammar Formalisms

Grammatical Inference
Homepage of the Grammatical Inference Community
LINGUIST List virtual library

"String Searching Algorithms" Book

AGFL Grammar Work Lab
The AGFL Grammar Work Lab
Natural Language Software Registry
Registry

神经网络

Neural Networks Tutorial Review


Image Compression with Neural Networks

Backpropagator's Review
Backpropagator's Review
Bibliographies on Neural Networks

Intelligent Motion Control with an Artificial Cerebellum
Russell Smith
Kernel Machines
Kernel-Machines.Org
Some Neural Networks Research Organizations

NEURAL
Neural Network Modeling in Vision Research

Neural Networks and Machine Learning
UofT Machine Learning
Neural Application Software
Image & Video identification, visual search software for Quality Control, Product ID, Tag-less ID, website image search engine, and video surveillance
Neural Network Toolbox for MATLAB

Netlab Software

Kunama Systems Limited

人工智能综述

AI Tutorial Review





Journal of Artificial Intelligence Research

The Turing Test and Intelligence

AI Resources


ositories.html


AI Programming Resources

Some AI Research Organizations










专家系统

Introduction to Expert Systems


Berkeley Expert System Technology lab

Jess, the Expert System Shell for the Java Platform

CLIPS: A Tool for Building Expert Systems

FuzzyCLIPS - Fuzzy Work(Expert System)

Knowledge Acquisition for Expert Systems at Acquired Intelligence

HUGIN EXPERT

Computer program designed to solve standard American crosswords

GEOMET Technologies, Inc.

ExpLore Reasoning Systems: Business rule and expert system

知识表示

Knowledge Representation

Knowledge Discovery In Databases: Tools and techniques

Resource Description Framework (RDF) Schema Specification 1.0 ,W3C Candidate R

ecommendation 27 March 2000

W3C Resource Description Framework Resource Description Framework (RDF), the W

3C Standard for knowledge representation on the Web

Knowledge Interchange Format (KIF)- Knowledge Interchange Format (KIF), a DARP

A project based format for exchanging pieces of knowledge bases

Data Mining And Knowledge Discovery

AI Knowledge-Based Systems

Knowledge Representation Resources

机器学习

Machine Learning Tutorial

Reinforcement Learning:An Introduction

The Journal of Machine Learning Research

Online Machine Learning Resources


Machine Learning at AAAI

Active Logic - inference engine that incorporates a history of their reasoning

as they run

Machine Learning in Games

Machine Learning Group

Knowledge Acquisition for Expert Systems at Acquired Intelligence

机器人

China Robotics Web Sites

Robot Science & Technology - magazine

Mobile Robotics Research Group, Edinburgh University

robort topics and links

Arnold goal to design a system of multiple robots, that are individually auton

omous and can team up to cooperatively perform tasks.

Modular Reconfigurable Robotics - research project from Xerox PARC to design s

mall, autonomous robots that can be reconfigured and linked together to achiev

e different goals.

Polypod - modular, reconfigurable robot that walks, rolls, and crawls

Australia's Telerobot on the Web

RoboCup: The Robot World Cup

智能代理

Intelligent Agent Tutorial Review



A Perspective on Software Agents Research

Intelligent Agents: Theory and Practice

Software Agents: An Overview

Mobile Agents and the Future of the Internet

Intelligent Agent Resource



定理证明和高阶逻辑

Proof Theory as an Alternative to Model Theory

FTP'2000

Mathematical Reasoning Group

Description of the HOL Theorem Proving System

Isabelle

Software, Theorem Provers


Inductive Theorem Prover INKA 4.0

TABLEAUX

演绎与推理

Mechanized Reasoning Systems

International Journal of Approximate Reasoning

Case-Based Reasoning


David J.C. MacKay: Information Theory, Inference and Learning Algorithms

Exploring the Labyrinth of the Mind

TMYCIN: Medical Reasoning System

/tmycin/0.html
Reasoning about Computational Resource Allocation

Qualitative Reasoning Research at UT Austin

Qualitative Reasoning Group, Northwestern University

Formal Reasoning Group

Case-Based Reasoning

Integrated Reasoning Group Overview

模式识别

Pattern Recognition Tutorial

Pattern Recognition for HCI

RailwayBridge: Medical Applications for Pattern Classifiers

Bayesian motion estimation and segmentation

Facial Expression Home Page

Keith Price Bibliography Annotated Computer Vision Bibliography:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Pattern Recognition Information


Department of Cognitive and Neural Systems at Boston University

Attrasoft Neural Network Application Software
Image & Video identification, visual search software for Quality Control, Product ID, Tag-less ID, website image search engine, and video surveillance
optical recognition objectives

博弈论

Computers, Games and the Real World

Machine Learning in Games

How Machines have Learned to Play Othello
 homepages/mic/ps/IEEE.pdf
Amit's Thoughts on Path-Finding

Game AI

Journal & Book Publications on Othello Programs

Chinook

Project: Von Neumann

自适应

READY: User-Oriented Resource-Adaptivity

Algorithms for Adaptive Sampling Designs

Complex Adaptive Systems

Intelligent Motion Control with an Artificial Cerebellum
Russell Smith
Piranha and Adaptive Parallelism

The Adaptive Technology Resource Centre

Adaptive Environments Center, Inc.
http://
Institute for Adaptive and Neural Computation

Complex Adaptive Systems Research

基于规则系统

Rule-Based Systems

Rule-Based Systems Overview

Constraints and Rule-based Systems

Rule-Based Systems: Mechanisms and Efficiency

.ppt
Principles and Practice in Verifying Rule-Based Systems

Improving O & M Problem Diagnosis with Rule-Based Computer Systems

V, V&T of New Technology: Rule-Based Systems

The Myth of Modularity In Rule-Based Sys'I'tems for Reasoning With Uncertainty



Rule-Based Diagnostic Systems

A Software Engineering Methodology for Rule-based Systems

Uncertain Rule-Based Fuzzy Logic Systems: Introduction and New Directions (Boo

k) 2001
 ,store-562_banner-0_isbn-0130409693

,00.html
Building Rule-Based Systems (Course)

ng_rule-based_systems.html
Machine Learning: Rule-Based Systems

Neural Fuzzy Systems with Fuzzy Rule-Based Systems

Production Systems for Rule-Based Programming

On the Expressiveness of Rule-Based Systems for Reasoning with Uncertainty

Decision Trees and Rule-Based Systems


Mycin - Rule-Based Systems

m
Parallel Rule-Based Systems

Rule-Based Systems - A Core Technology of Expert Systems

Using Fuzzy Rule-Based Systems To Evaluatem Overall Financial Performance of G

overnments

pdf
Automatic Design of Fuzzy Rule-Based Systems

Rule-Based Data Mining (RBDM)

Experiments in Knowledge Refinement for a Large Rule-Based System

Validation of Intelligence in Large Rule-Based Systems with Common Sense

Uncertain Rule-Based Fuzzy Logic Systems for Wireless Communications

CLIPS Rule-Based Language

Fuzzy Rule-Based Systems

Rule-based Expert Systems for Information Retrieval

Implementing Rule-Based Online Expert Systems

Feasibility of General Purpose Rule-Based MT Systems

Optimization Of Real-Time Rule-Based Expert Systems

Rule-Based Intrusion Detection

Set-Oriented Constructs for Rule-Based Systems

人工智能应用

Neural Application Software
Image & Video identification, visual search software for Quality Control, Product ID, Tag-less ID, website image search engine, and video surveillance
License Plate and Container Recognition

Prime Time Freeware for AI

The MatterHorn Materials Discovery Database

Dendral and Congen

ngen/0.html
Applications of AI in Education

Artificial Intelligence Systems in Routine Clinical Use.

TMYCIN: Medical Reasoning System

/tmycin/0.html
GEOMET Technologies, Inc.

Tactical guidance system for military aircraft
 
 
先学数学吧。
 
 
亚马逊,搜索 人工智能 ,把评分高的买几本,然后不懂的地方google,google出来的结果还不懂,继续搜索。。。。。一直把这个学科和你自己的知识之间的空缺补起来。重点在兴趣,千万千万不用尝试 从头读到尾,兴趣第一,不懂就google。
 
 

How to land a job in machine learning area?
1. Learn trendy platforms like TF, shit with it, and put "your work" on github.
2. Make submissions to some easy problems on Kaggle.
3. Take a Machine Learning course (random online stuff suffices. Come on, it's the 互联网时代, who will take actual college courses?)
4. (Pretend to) Implement some trendy algorithms in newly published papers (steal others' repositories for your github)
5. Make a submission to an intermediate problem in Kaggle.
6. 3 months without any prerequisite.
7. No college degrees. Seriously, a monkey can do it. You don't even need a high school degree.

-- Adopted from the original version of Google.













本文转自张昺华-sky博客园博客,原文链接:http://www.cnblogs.com/sky-heaven/p/6492363.html,如需转载请自行联系原作者

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