The Sun reports that The Spanish side have joined French side Paris St Germain in the battle to sign the 22-year-old in the summer.
PSG have reportedly allready offered £9million for Taarabt, but Atletico Madrid are expected to make their move as the playmaker’s agent has opened talks with the Spanish side.