Targeting Seasonal Marketing Campaigns: Rebalancing Exploration and Exploitation

Once a firm has a targeting policy, the firm incurs an opportunity cost when varying its action to learn how to improve that policy. This results in what is classically considered an exploration vs. exploitation tradeoff. This tradeoff is widely studied in online learning domains. However, firms are...

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Bibliographic Details
Main Author: Li, Keyan
Other Authors: Zhang, Juanjuan
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/145174