It does look like a heat issue. Open the side of your case, if you have a desktop, and blow out the dust with some compressed air. If you have a laptop, blow out the air vents.
If you have a desktop, aim a fan inside at the motherboard. If you have a laptop, consider purchasing a cooling pad.