There are many ways in which you can improve the viewing experience on YouTube. You can always clear your history or watch stuff using incognito mode. As explained earlier, one of the best options would be to use extensions that help you hide the stuff that you don't want to see. The YouTube Cinema mode is yet another way of enhancing your viewing experience.