Name the metal which floats on water without any apparent reaction with it.

Lithium

Why is lithium the strongest reducing agent in the periodic table?

The E^o value (reduction potential) depends on the three factors i.e. sublimation, ionization and hydration enthalpies. With the small size of its ion lithium has the lightest hydration enthalpy which accounts for its high negative E^o value and its reducing power