If no encephalitis is present (viral infection of the brain), lung cancer metastatic to the brain is a strong candidate for seizure in this age group.
My sister in law was taking a diet pill that caused her seizures.
I doubt Roberts was taking diet pills, but it could be a medication he was taking.
If he hasn't had a seizure since 1993, that we know of, there could be many reasons for it.