委托学习

Delegating learning

Theoretical Economics · 2021
被引 9
人大 AABS 4

中文导读

研究了委托人如何将学习任务委托给有偏见的代理人,代理人在私下学习项目盈利性后向委托人汇报,最优委托方案需权衡信息获取量与决策及时性。

Abstract

Learning is crucial to organizational decision making but often needs to be delegated. We examine a dynamic delegation problem where a principal decides on a project with uncertain profitability. A biased agent, who is initially as uninformed as the principal, privately learns the profitability over time and communicates to the principal. We formulate learning delegation as a dynamic mechanism design problem and characterize the optimal delegation scheme. We show that private learning gives rise to the trade‐off between how much information to acquire and how promptly it is reflected in the decision. We discuss implications on learning delegation for distinct organizations.

学习授权动态委托信息获取组织决策