Formal Problem Statement
n
Given:
n
Set of domain variables
n
n
Experiment:
n
Can
control
some
query
variables
Q
by setting
Q
:=
q
n
Obtain a
response
X
=
x
—
a complete assignment to the
other variables
n
n
Goal:
n
Learn a
causal model
— structure of
causal Bayesian
network