Are minor children responsible for deceased parents debt in Louisiana?

No. The age of the children is not relevant unless they are adults who entered into a financial agreement with the parents. For example joint holders of a credit card account.

The estate of deceased person(s) is responsible for paying any debts in the manner prescribed by the probate laws of the state where the person lived at the time of their death.