2018 amendment filling status and paid penalty for late filling

Hi,

las year i filled my  2018 tax  by mistake calculated and  paid 1805$ tax, and 600 late filling penalty.  i discovered that mistake now  and want to amend, can i get back  the tax i paid and penalty as my taxable income was 0$ in 2018.