If you are medically certified as having a permanent mobility impairment, and you cannot safely use public transportation, you can apply for a refund of part of the federal excise tax on the gasoline you buy.
For more information and an application form, see Information Sheet XE8, Federal Excise Gasoline Tax Refund Program.