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First-Order Probabilistic Languages: Into the Unknown

First-Order Probabilistic Languages: Into the Unknown

First-Order Probabilistic Languages: Into the Unknown. Stuart Russell and Brian Milch UC Berkeley. Outline. Background and Motivation Why we need more expressive formal languages for probability Why unknown worlds matter Technical development Relational models with known skeleton

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1.55k views • 123 slides
Introduction to Artificial Intelligence CSCI 3202 Fall 2007

Introduction to Artificial Intelligence CSCI 3202 Fall 2007

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395 views • 23 slides
CSW 4701 AI

CSW 4701 AI

CSW 4701 AI. Spring 2013 Introduction: Chapter 1. 4701. Course home page: http://www.cs.columbia.edu/~sal/AI-Spring13.htm Textbook: S. Russell and P. Norvig Artificial Intelligence: A Modern Approach Prentice Hall, 2003, Third Edition. Outline. Course overview What is AI?

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358 views • 21 slides
Artificial Intelligence

Artificial Intelligence

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314 views • 20 slides
ARTIFICIAL INTELLIGENCE

ARTIFICIAL INTELLIGENCE

ARTIFICIAL INTELLIGENCE. Recommended Texts. Textbook: S. Russell and P. Norvig Artificial Intelligence: A Modern Approach Prentice Hall, 2003, Second Edition Artificial Intelligence(Cognitive Science) by George Luger 5 th Edition Addison Wesley. What is AI?. Not Easy to Answer

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611 views • 18 slides
Artificial Intelligence

Artificial Intelligence

Artificial Intelligence. Introduction of AI. Knowledge? Intelligence? Intelligent Machine? What is A.I.?. What is knowledge?. Knowledge is a theoretical or practical understanding of a subject or a domain. Knowledge is the sum of what is currently Known. What is Intelligence?.

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329 views • 15 slides
ARTIFICIAL INTELLIGENCE

ARTIFICIAL INTELLIGENCE

ARTIFICIAL INTELLIGENCE. Introduction: Chapter 1. 2027. Textbook: S. Russell and P. Norvig Artificial Intelligence: A Modern Approach Prentice Hall, 2003, Second Edition Lecturer: Shih-Hung Wu Grading: Homework (20%), Quiz (15%), Midterm test (20%), Final exam (25%), Project (20%)

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299 views • 13 slides
Artificial Intelligence

Artificial Intelligence

Artificial Intelligence. Requirements to Build an ANN. How many neurons are to be used? How the neurons are to be connected to form a network. Which learning algorithm to use? How to train the neural network?

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237 views • 10 slides

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