Dynamic Decision-Making under Model Misspecification: A Stochastic Stability Approach

Xinyu Dai, Daniel Chen, Yian Qian

Dynamic decision-making under model uncertainty is central to many economic environments, yet existing bandit and reinforcement learning algorithms rely on the assumption of correc…