It will not, unless it is acted upon another force. If it's rolling on something, then friction will stop it (the ball rubbing on the table slows it down).
You can either add a few rows of garter stitch (which is knit every row) or you can do a few rows of ribbing (which is knit 1, purl 1). One of my favorite boarders to put on sweaters or scarves is...