Prime Minister Manmohan Singh on Thursday left on a three-day visit to Moscow, where he is to hold a summit meet with Russian President Dmitry Medvedev when the two nations will sign key agreements in the defence, health and science, and technology fields, besides discussing key deals in nuclear energy and hydrocarbons sectors.