The series of novels specifically deals with time frames much longer than "decades". The first book spans a few centuries, the second and third span millenia, the fourth spans tens of millennia, and the fifth and sixth (not out yet) are supposed to reach much farther.
The big idea of the book is that Einstein isn't wrong about C being the speed limit. Therefore, to be a starfaring race requires the ability to make commitments and hold to them over extremely long timespans. The connection to game theory is that, as in the Prisoner's Dilemma, the only way you can really make predictably right decisions in cooperation with other entities is if your decision-making formulas are spelled out mathematically in advance; so all can predict how you will act. The first book begins with mankind discovering the galaxy's "rules" on a kind of signpost at a nearby star.
Read the books!