So my computer keeps restarting.

So I was playing Wow when I got a blue screen of death "Machine_Check_exception". Now everytime I restart it goes from bios--> Windows logo ---> than restarts after the logo, but before  the next phase.

Is there anyway to fix this?

Probably your memory or power supply.  Download memtest86 (GFGI) to rule out the first.  Whatever the cause may be you've probably b0rked your Windows install.