A Swiss art gallery has offered a reward for any help in recovering two stolen paintings by Pablo Picasso worth millions of dollars.

Police say the thieves tripped the alarm as they took the paintings after the gallery had closed Wednesday evening.

The 1962 "Horse's Head" and the 1944 "Glass and Pitcher" were on loan from the Sprengel Museum in Germany.