Is it still under warranty? If so, send it in for repairs. If not, then if you are daring you can take it apart to clean it and also replace the thermal paste for both CPU and GPU.. See if there is a video on Youtube which show you how to disassemble your specific laptop.
Note that, if your laptop has already suffered from heat damage, then even cleaning out the dirt and replacing the thermal paste may not improve anything.