You have to use
<iframe title="YouTube video player" width="480" height="390" src="http://www.youtube.com/embed/zGPuazETKkI?autoplay=1" frameborder="0" allowfullscreen></iframe>
?autoplay=1
and not
&autoplay=1
its the first URL param so its added with a ?