Repeated Contracting with Multiple Non-Myopic Agents: Policy Regret and Limited Liability

Natalie Collina, Varun Gupta, Aaron Roth

We study a repeated contracting setting in which a Principal adaptively chooses amongst $k$ Agents at each of $T$ rounds. The Agents are non-myopic, and so a mechanism for the Prin…