Can you get epilepsy even if you have no brain trauma?

Yes. There are many causes of epilepsy, head trauma being one. Some other causes include: brain infection, genetics, stroke, and brain hemorrhage. Acute seizure triggers include sleep deprivation, alcohol and some drugs.
Yes. Most patients with epilepsy do not have obvious brain trauma. Though trauma, tumors and strokes can cause epilepsy.