Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model

Siyu Chen, Jibang Wu, Yifan Wu +1

We study the incentivized information acquisition problem, where a principal hires an agent to gather information on her behalf. Such a problem is modeled as a Stackelberg game bet…