Walking bass is a style of playing which involves the use of scale notes and passing notes to create a more flowing bass line. Walking bass often features the use of quarter notes and creates a smoother connection between chords. It avoids the repetitious riff style of playing.
Here is a 12 Bar Blues in A using a walking bass style.