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Annual Turing Test Challenges

There are presently two major chatterbot contests which utilize the Turing Test as the determinant - the bot which most closely comes to passing (or does pass) the Turing Test is deemed the winner. These two contests, the Loebner Prize ... Read more

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AI Yet to Master Boardgame 'Go'

The Chinese game of Go has proven to be a tough challenge to those in the artificial intelligence field.  Advanced AI has been developed for many other games, with perhaps the most famous being chess. However, Go is in ... Read more

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Evolving Artwork Generated by Distributed System

The Electric sheep open-source screensaver utilizes a network of 60,000 computers to render frames of an ever changing collection of fractal-based animations. A genetic algorithm is employed to ensure that no two animations are the same and that desirable visuals ... Read more

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The RoboCup Robot Challenges

Created in 1997, RoboCup is an annual tournament composed of several robotic competitions including soccer, rescue, and tasks around the home. The competitions allow teams to not only have fun, but assist in the development of the fields of robotics ... Read more

TORCS: AI Racing Game

Description TORCS (The Open Racing Car Simulator) is a highly portable multi platform car racing simulation. It is used as ordinary car racing game, as AI racing game and as research platform. It runs on Linux (x86, AMD64 and PPC), FreeBSD, Ma... Read more


Introduction to Machine Learning
(0 votes, average 0 out of 5)
Open Learning - Online Books
Tuesday, 19 May 2009 14:34

Description

Book covering the basics of machine learning.

Author(s)

Nils J. Nilsson

Chapters

  1. Preliminaries
  2. Boolean Functions
  3. Using Version Spaces for Learning
  4. Neural Networks
  5. Statistical Learning
  6. Decision Trees
  7. Inductive Logic Programming
  8. Computational Learning Theory
  9. Unsupervised Learning
  10. Temporal-Difference Learning
  11. Delayed-Reinforcement Learning
  12. Explanation-Based Learning

Core Links

Online Book

Book in PDF Formpdf_button


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