Learning to Lead: Incentivizing Strategic Agents in the Dark

Yuchen Wu, Xinyi Zhong, Zhuoran Yang

We study an online learning version of the generalized principal-agent model, where a principal interacts repeatedly with a strategic agent possessing private types, private reward…