"A theory is a carefully thought-out explanation for observations of the natural world that has been constructed using the scientific method, and which brings together many facts and hypotheses"

Another explanation is here,

https://www.amnh.org/exhibitions/darwin/evolution-today/what-is-a-theory

Theory doesn't mean what you think it means in the context of "Game Theory"