Free shipping on all orders over $79* Limited Time Only
Track My Order
Help Centre
Likes
My Wish ListsLogin / Join
Booktopia
Australia's local bookstore
Get Free Shipping on orders over $79
Statistical Relational Artificial Intelligence : Logic, Probability, and Computation - Kristian Kersting

Statistical Relational Artificial Intelligence

Logic, Probability, and Computation

By: Kristian Kersting, Luc De Raedt, Sriraam Natarajan, David Poole

eBook | 24 March 2016 | Edition Number 1

At a Glance

eBook

RRP $88.12

$79.99

or 4 interest-free payments of $20.00 with

 or 

Instant Digital Delivery to your Kobo Reader App

An intelligent agent interacting with the real world will encounter individual people, courses, test results, drugs prescriptions, chairs, boxes, etc., and needs to reason about properties of these individuals and relations among them as well as cope with uncertainty. Uncertainty has been studied in probability theory and graphical models, and relations have been studied in logic, in particular in the predicate calculus and its extensions. This book examines the foundations of combining logic and probability into what are called relational probabilistic models. It introduces representations, inference, and learning techniques for probability, logic, and their combinations. The book focuses on two representations in detail: Markov logic networks, a relational extension of undirected graphical models and weighted first-order predicate calculus formula, and Problog, a probabilistic extension of logic programs that can also be viewed as a Turing-complete relational extension of Bayesian networks.

on

You Can Find This eBook In

Non-FictionComputing & I.T.Computer HardwareComputer ScienceArtificial IntelligenceMachine Learning

More in Artificial Intelligence

AI-Powered Search - Trey Grainger

eBOOK

AI-Powered Search

eBook

$52.99

Human-Agent Manifesto - Ronald Myers

eBOOK

Human-Agent Manifesto

eBook

$14.99

Coming of Age : Shared Intelligence - Steven Yates

eBOOK

Coming of Age

Shared Intelligence

eBook

RRP $16.49

$15.99

This product is categorised by