Train ticket reimbursement

I work as a DJ, as a secondary profession. A client will usually agree to reimburse my travel costs and ask for them to be included in an invoice. If I include this in the invoice do I also include the VAT paid on train tickets? And do I also list these costs in my expenses, even though they are reimbursed?