What are the binding obligations of a prospective tenant in the UK?

I have a house for rent. Recently some prospective tenants made an offer to rent it in writing, which was accepted. They have since changed their minds about the property (not moved in either), and even though they have not signed a tenancy agreement, do they still have any obligations to the landlord given the acceptance of their formal offer to rent in writing?