Home › Categories › Technology› A Machine-Learning Approach To Computer Go

A Machine-Learning Approach To Computer Go.pdf

jp.pdf
Preview of A Machine-Learning Approach to Computer Go
🔗 Source: web.archive.org
📊 Size: 399 KB
📄 Pages: 27 pages
⬇️ Downloads: 174

Summary

A machine-learning approach is proposed to play the game of Go, using a neural network to approximate a value function over the space of board states and temporal difference learning to refine it. The game of Go is extremely difficult for computers to play well due to its huge state space, large branching factor, difficulty in constructing a heuristic function, and need for a deep look-ahead. Traditional AI methods used in computer chess are not applicable to Go, making it necessary to develop alternative methods. The proposed approach shows promise, but its effectiveness is limited when used alone, and it may be more useful when combined with other move selection techniques.

Download File

Description

A machine-learning approach is proposed to play the game of Go, using a neural network to approximate a value function over the space of board states and...

Technical Information

  • File Format: PDF
  • File Size: 399 KB
  • Pages: 27
  • Language: EN
  • Total Downloads: 174
  • Last Updated: 2 hours ago

Document Overview

This PDF document about A Machine-Learning Approach to Computer Go provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into A Machine-Learning Approach to Computer Go.

Related Topics

If you're interested in A Machine-Learning Approach to Computer Go, you might also want to explore:

Machine-Learning guideMachine-Learning tutorialApproach guideApproach tutorialComputer guideComputer tutorial

Related Categories

Business & Finance
41204 documents
Education & Learning
22711 documents
Health & Wellness
8956 documents

Related Documents

Preview of Machine Learning
PDF file

Machine Learning

945 KBEN20 pages
The content covers machine learning and data mining, including unsupervised and supervised learning, probabilistic modeling, and expectation...
Download
Preview of Machine Learning
PDF file

Machine Learning

947 KBEN23 pages
Machine learning and data mining involve supervised and unsupervised learning. Supervised learning includes classification problems, where a function...
Download
Preview of Machine Learning
PDF file

Machine Learning

1002 KBEN45 pages
Machine learning and data mining involve probabilistic modeling to handle uncertain inferences from data. Probability theory is used to model...
Download
Preview of Machine Learning
PDF file

Machine Learning

6.38 MBEN50 pages
Machine Learning categories include Unsupervised, Supervised, and Reinforcement Learning. These involve clustering, density estimation, and...
Download
Preview of Machine Learning
PDF file

Machine Learning

1.89 MBDeborah Lafuente, Brenda Cohen, Guillermo Fiorini, Agustín Alejo García, Mauro Bringas, Ezequiel MorEN7 pages
Machine learning is introduced to chemistry students through a workshop using Python notebooks, covering topics such as data visualization,...
Download

Download A Machine-Learning Approach to Computer Go eBooks for free and learn more about A Machine-Learning Approach to Computer Go. These books contain exercises and tutorials to improve your practical skills, at all levels!

Not satisfied with this document? We have related documents to A Machine-Learning Approach to Computer Go, try searching with similar keywords: A Machine-Learning Approach to Computer Go, A Machine Learning Approach To Computer Go, Motor Learning And Performance A Situation Based Learning Approach, PDF Bioinformatics The Machine Learning Approach , Bioinformatics The Machine Learning Approach, Bioinformatics The Machine Learning Approach Adapt, Bioinformatics The Machine Learning Approach Secon, A B Forouzan Richard F Gilberg Computer Science A Structured Approach Using C 2nd Edition Cengage Learning 2010 Ebook Free Download

You can download PDF versions of the user's guide, manuals and ebooks about A Machine-Learning Approach to Computer Go, you can also find and download for free A free online manual (notices) with beginner and intermediate, Downloads Documentation, You can download PDF files (or DOC and PPT) about A Machine-Learning Approach to Computer Go for free, but please respect copyrighted ebooks.