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Explore a lecture on games of imperfect information, focusing on scenarios where an informed principal advises an uninformed agent. Delve into the study of one-sided imperfect information games, examining how the principal observes external parameters and guides the agent's actions over time. Understand the agent's decision-making process based on current state, principal's advice, and beliefs about external factors. Investigate the stochastic process of state updates resulting from agent actions. Learn about real-world applications, such as apps providing user guidance based on real-time information. Discover initial research findings, design challenges for signaling strategies from the principal's perspective, and uncover open problems in this field. Gain insights from collaborative work by Jiarui Gan, Goran Radanovic, and Adish Singla.