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出版者:Pearson Education

作者:Stuart Russell and Peter Norvig

出品人:

页数:932

译者:

出版时间:2002-4

价格:75.00元

装帧:Paperback

isbn号码:9787115102027

丛书系列:国外著名高等院校信息科学与技术优秀教材（英文版）

图书标签:

人工智能
AI
计算机科学
机器学习
2011
人工智能
机器学习
深度学习
神经网络
自然语言处理
计算机视觉
智能算法
数据科学
未来科技
AI应用

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具体描述

《人工智能:一种现代方法(英文版)》在智能Agent的概念框架下，把人工智能中相互分离的领域统一起来，全书主体内容共有6大部分，包括问题求解、知识与推理、合乎逻辑的行动等。

作者简介

目录信息

Summary of Contents
I Artificial Intelligence
l Introduction
2 Intelligent Agents
II Problem-solving
3 Solving Problems by Searching
4 Informed Search Methods
5 Game Playing
III Knowledge and reasoning
6 Agents that Reason Logically
7 First-Order Logic
8 Building a Knowledge Base
9 Inferences in First-Order Logic
10 Logical Reasoning Systems
IV Acting logically
11 Planning
12 Practical Planning
13 Planning and Acting
V Uncertain knowledge and-reasoning
14 Uncertainty
15 Probabilistic Reasoning Systems
16 Making Simple Decisions
17 Making Complex Decisions
VI Learning
18 Learning from Observations
19 Learning in Neural and Belief Networks
20 Reinforcement Learning
2l Knowledge in Learning
VII Communicating, perceiving, and acting
22 Agents that Communicate
23 Practical Natural Language Processing
24 Perception
25 Robotics
VIII Conclusions
26 Philosophical Foundations
27 AI: Present and Future
A Complexity analysis and O() notation
B Notes on Languages and Algorithms
Bibliography
Index
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