Yes, with a thing called ajax.
jQuery can help you quite a bit with this.
Here's an example using jQuery.
$.ajax({
type: "POST",
url: "<url you are looking up>"
})
.done(function (msg) {
});
Notes that this is not ideal for whole pages; it is better suited to small page updates