What is gravity and who came up with the idea?

Gravity is a force that exists, it is not like someone thought of it and then simply things started to fall down.

It is very likely mankind discovered that things fell down after being thrown up at early stages of their development.

As for any scientific theory of gravity, describing in mathematical terms what it does, this is usually credited to Isaac Newton who published his equation in 1687.