This book examines a conceptual framework for studying strategic learning. Topics include interactive learning problem …; reinforcement and regret; equilibrium; conditional no-regret learning; prediction, postdiction, and calibration; fictitious play and … its variants; Bayesian learning; and hypothesis testing. …

It is known that there are uncoupled learning heuristics leading to Nash equilibrium in all finite games. Why should … players use such learning heuristics and where could they come from? We show that there is no uncoupled learning heuristic …" or that "could learn itself". Rather, a player has an incentive to strategically teach such a learning opponent in order …

are rare. Thus, even in a world of simple learning agents, coordination behavior can take on some surprising forms. …