A search is presented for the pair production of heavy vector-like quarks, primarily targeting quark decays into a boson and a top quark. The search is based on of collisions at = 13 TeV recorded in 2015 and 2016 with the ATLAS detector at the CERN Large Hadron Collider. Data are analysed in the lepton-plus-jets final state, characterised by a high-transverse-momentum isolated electron or muon, large missing transverse momentum, and multiple jets, of which at least one is -tagged. No significant deviation from the Standard Model expectation is observed. The 95% confidence level lower limit on the mass is 1350 GeV assuming a 100% branching ratio to . In the SU(2) singlet scenario, the lower mass limit is 1170 GeV. This search is also sensitive to a heavy vector-like quark decaying into other final states ( and ) and thus mass limits on production are set as a function of the decay branching ratios. The 100% branching ratio limits are found to be also applicable to heavy vector-like production, with charge 5/3, that decay into .

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