Leonardo DiCaprio Finally Won The Best Actor Oscar with a trusty vape pen by his side. DiCaprio made the rounds at numerous Oscar parties Sunday to celebrate the victory for his performance in the Revenant. he was spotted inside Ago, a restaurant in West Hollywood, puffing on his favorite vaping pen. He sure did have a great time considering he had to have someone run back inside after he and his crew departed to retrieve his Oscar he left inside.