An Irreversible Gate is the opposite of a reversible gate. Given the output of the gate, we generally cannot determine what the input was. For example, the AND Gate.
A gate will be irreversible if there are fewer possibilities for the outputs than the inputs, and also if there are fewer input bits than output bits.
Information is lost in irreversible gates, as given an output, we generally do not know what the inputs were.