The answer is yes. Most turtles will sleep in the water. They have a way to manage their oxygen, which prevents them from drowning. It is also the same technique they use when they go into hibernation. When they sleep, they will find a secluded area and stay still for a very long time. Stay tuned to know how they manage to stay underwater for that long without drowning.