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aima's Introduction

About

ActionScript3 implementation of algorithms from Russell and Norvig's 'Artificial Intelligence: A Modern Approach'

Theories

aima-book:http://aima.cs.berkeley.edu

aima-data:http://code.google.com/p/aima-data/

aima-algorithm:http://aima.cs.berkeley.edu/algorithms.pdf

Code Reference

aima-python:http://code.google.com/p/aima-python/

aima-java:http://code.google.com/p/aima-java/

aima-lisp:http://aima.cs.berkeley.edu/lisp/doc/overview.html

aima-c++:http://www.eecs.wsu.edu/~holder/courses/cse5361/spr96/cse5361.html

aima-prolog:http://www.eecs.wsu.edu/~holder/courses/cse5361/spr95/cse5361.html

aima-c#:http://www.cedarlearning.org/aima/readme_notes.txt

Q && A

http://www.lookbackon.com/qa

TODO List

chapter01:Introduction

chapter02:Intelligent Agents

chapter03:Solving problems by searching

chapter04:Beyond classical search

chapter05:Adversarial search

chapter06:Constraint satisfaction problems

chapter07:Logical agents

chapter08:First-order logic

chapter09:Inference in first-order logic

chapter10:Classical planning

chapter11:Planning and acting in the real world

chapter12:Knowledge representation

chapter13:Quantifying uncertainty

chapter14:Probabilistic reasoning

chapter15:Probabilistic reasoning over time

chapter16:Making simple decisions

chapter17:Making complex decisions

chapter18:Learning from examples

chapter19:Knowledge in learning

chapter20:Learning probabilistic models

chapter21:Reinforcement learning

chapter22:Nature language processing

chapter23:Nature language for communication

chapter24:Perception

chapter25:Robotics

chapter26:Philosophical foundations

chapter27:AI:the present and feature

chapter28:Mathematical background

chapter28:Notes on language and algorithm

...

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