Trump, while meeting with May in Germany on Saturday, said he would indeed visit the British capital..
The news comes as the Queen and her family prepare to host their first State Visit of the year, with the arrival of King Felipe and Queen Letizia of Spain.
Reports have suggested that Donald Trump's visit will take place in 2018.
However, the thought of a state visit caused controversy in the United Kingdom and majority of people did not want the US President visiting their country which led to Trump allegedly changing his mind about the trip.
The Guardian reported that Mr Trump said he would put off his state visit until the general public were happy about it, but the claims were dismissed by U.S. officials.
It was said he did not want to visit while there was potential for protests against him.
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Labour leader Jeremy Corbyn and the Liberal Democrats' outgoing leader Tim Farron were among the influential politicians who voiced their opposition to Trump being afforded a full state visit.
Her relationship with Trump has been described as good and Trump announced just last week that he and May had developed a very strong relationship.
But the White House spokesman Sean Spicer later dismissed those reports, saying: 'While he looks forward to visiting the United Kingdom, it will not be in the next two weeks'.
However, there was no mention of in the Queen's Speech, and October was later mooted as a possible date.
Prince Harry is helping with one formal engagement and is expected to join the visitors and guests at Buckingham Palace for the state banquet on Wednesday evening, along with his brother Prince William and Princess Kate.
State visits are grand, ceremonial occasions, but have a political objective too, with governments using them to further what they see as Britain's national interests, it reminds.