Skip to topic | Skip to bottom
Main.CausalNetworkr1.1 - 21 Nov 2005 - 22:56 - MarkCrowleytopic end

Start of topic | Skip to actions

Causal Network

A causal network is a BayesianBeliefNetwork that also makes predictions about interventions; what happens when the world changes. For example the network

(light switch position) -> (light on)

represents the same independence assumption as the network

(light on) -> (light switch position)

but these are different causal networks. They make different predictions about what happens if someone changes the light switch position or changes directly whether the light is on. The first causal network says that intervening to change the light switch position will affect whether the light is on, but intervening to affect whether the light is on will not affect the light switch position.
to top

You are here: Main > PeopleSAnnotatedOverviewOfUAIResearch > CausalNetwork

to top

Copyright © 1999-2018 by the contributing authors. All material on this collaboration platform is the property of the contributing authors.
Ideas, requests, problems regarding UAIWiki? Send feedback