دانلود کتاب Algorithms Are Not Enough: Creating General Artificial Intelligence

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Contents
Preface
1: Introduction: Intelligence, Artificial and Natural
The Invention of Human Intelligence
Computational Intelligence
Natural Intelligence
The General in General Intelligence
Specialized, General, and Superintelligence
Resources
2: Human Intelligence
Intelligence Testing
Problem Solving
Insight Problems
Quirks of Human Intelligence
Conclusion
Resources
3: Physical Symbol Systems: The Symbolic Approach to Intelligence
Turing Machines and the Turing Test
The Dartmouth Summer Workshop (1956)
Representation
Definition of General Intelligence
Conclusion
Resources
4: Computational Intelligence and Machine Learning
Limits of Expert Systems
Probabilistic Reasoning
Machine Learning
Perceptrons and the Perceptron Learning Rule
Beginnings of Machine Learning
Reinforcement Learning
Summary: A Few Examples of Machine Learning Systems
Conclusion
Resources
5: Neural Network Approach to Artificial Intelligence
Neural Network Basics
Dolphin Biosonar: An Example
Whole Brain Hypothesis
Conclusion
Resources
6: Recent Advances in Artificial Intelligence
Watson
Siri and Her Relatives
AlphaGo
Self-Driving Cars
Poker
Conclusion
Resources
7: Building Blocks of Intelligence
Perception and Pattern Recognition
Ambiguity
Intelligence and Language
Common Sense
Representing Common Sense
Resources
8: Expertise
Source of Expertise
IQ and Expertise
Fluid and Crystallized Intelligence
The Acquisition of Expertise
Resources
9: Intelligent Hacks and TRICS
Representations for General Intelligence
Conclusion
Resources
10: Algorithms: From People to Computers
Optimal Choices: Using Algorithms to Guide Human Behavior
Game Theory
Resources
11: The Coming Robopocalypse?
Superintelligence
Concerns about Superintelligence
Time to Interact with the World
Resources
12: General Intelligence
Defining Intelligence
Achieving General Intelligence
Creativity in General Intelligence
Growing General Intelligence
Whole Brain Emulation
Analogy
A Sketch of Artificial General Intelligence
Resources
Index