Abstract
We consider a moral hazard problem in which the principal has a slight uncertainty about how the agent’s actions translate into output. An incentive contract can be made robust against an ϵ amount of uncertainty, at the cost of a loss to the principal on the order of ϵ, by refunding a small fraction of profit to the agent. We show that as ϵ goes to zero, this construction is essentially optimal, in the sense of minimizing the worst-case loss, among all modifications to the contract that do not depend on the details of the environment.
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