Prime Minister Andy Burnham will ask affected nations to help shape a formal apology for the slave trade.
The government is launching a structured dialogue at the Commonwealth summit to discuss the form of an apology.
Downing Street has ruled out paying financial reparations for the historical role in slavery.
The UK plans to propose a system of debt restructuring for countries facing high debt costs.
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