What kind of videos you watching there?
But seriously, seems like a lot of other people have this shut down issue too (Google). Experiment with the other media players and run some virus scans (along with Malwarebytes Anti-malware). EDIT: make sure the GPU is clean of dust and getting adequate airflow!