Regularity Theory is a framework in philosophy and science that explains the laws of nature as patterns of events that occur with consistent regularity, without invoking necessary connections or causation. It posits that what we perceive as laws are simply descriptions of regular sequences of events, challenging the notion of intrinsic natural laws.