June 15 - Bandit Models

Bandit Models - Part 1 - Jerker Denrell

Introduction

Initial Illustration

Programs: https://www.dropbox.com/sh/hrfu97llr0jgnz8/AACKUGqc0RUyZumRiBz9QOpna?dl=0

One-armed Bernoulli

Programs: https://www.dropbox.com/sh/yzp0zslg2cvms2s/AAB6JJY8VP-uQxv21ucxYz3ua?dl=0

Two-armed Bernoulli

Programs: https://www.dropbox.com/sh/8use6lrtqynccfl/AABcQbUVxatsrDzUjmPE9fnJa?dl=0

Bandit Models - Part 2 - Maciej Workiewicz and Christina Fang

Additional Reading

Aggarwal VA, Posen HE, Workiewicz M. 2017. Adaptive capacity to technological change: A microfoundational approach. Strategic Management Journal 38(6): 1212–1231.

Using Bandit Models to Study Organizational Routines - Video

Learning in Interpersonal Networks - Powerpoint Presentation