公开(公告)号：US20190124033A1

公开(公告)日：2019-04-25

申请号：US15793787

申请日：2017-10-25

Applicant: Dropbox, Inc.

Inventor： ADITI JAIN ,  MANVEER SINGH CHAWLA ,  THOMAS BERG ,  SWAPNIL ZAREKAR ,  ROBERT KAJIC ,  KARANDEEP JOHAR ,  AARON FELDSTEIN ,  WALTER KIM ,  JOE NUDELL ,  JENNY DONG ,  JARED WILSON ,  LUKE THOMPSON ,  DAVID KRIEGMAN

IPC: H04L12/58 ,  H04L29/06 ,  G06F9/50 ,  H04L29/08

Abstract: Techniques are provided for delayed processing for arm policy determination for content management system messaging, including, during a delayed processing window, receiving reward data for arm actions taken, where the arm actions were chosen based on a previous version of an arm choice policy, and the previous version of the arm choice policy was determined based on a previous set of reward data for a previous set of arm actions taken. When the delayed processing window has closed, a new arm choice policy is determined based at least in part on the action-reward data, and the previous set of reward data and/or the previous arm choice policy. After a request to choose an arm choice is received, a particular arm action to take is determined based on the new arm choice policy. This chosen arm is provided in response to the request.