Flexible Computation and Representation: The Next 10 Years

Graphical Models and Decision Systems

u Twenty years of accelerated results, innovation

u Bayesian networks and influence diagrams

Fuel

Gauge

Start

Battery

TurnOver

p(B)

p(T|B)

p(G|F,B)

p(S|F,T)

p(F)

ØParsimonious representation of joint distribution

Ø Theory of independence, d-separation

Eric Horvitz, April 5, 2003