Libyan Assets Taxpayer Reimbursement Act of 2011 - Authorizes the President to vest blocked Libyan assets in an amount necessary to ensure: (1) reimbursement for the cost of U.S. military and humanitarian operations undertaken in Libya, and (2) compensation for U.S. victims of Libyan-sponsored terrorism.