Who proposes a challenge to make the pilgrimage more fun in Canterbury Tales?

The Host, Harry Bailey, proposes the storytelling challenge to make the pilgrimage more enjoyable. Each pilgrim is to tell four stories on the way to Canterbury and four on the way back, with the best storyteller to be rewarded with a free meal.