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REPARTI Seminars


The CerVIM Seminars, Université Laval are held on Fridays at 11:30 a.m.
Please see the program for more details.
Nov 12 2019 11:30AM
Seminar
Multi-Armed Bandits: Their application to automated tuning of imaging devices

 

 

 

REPARTI

MIVIM

Nov 12 2019 11:30AM

Prof. Audrey Durand
Dép. d’informatique et de génie logiciel et
Dép. de génie électrique et de génie informatique
Université Laval

Multi-Armed Bandits: Their application to automated tuning of imaging devices



Abstract

The bandit problem is a simplified instance of a reinforcement learning problem where an algorithm learns the optimal action by interacting with an environment. This talk will focus more specifically on structured bandits, in which a notion of similarity between different actions can be exploited to speed-up learning. This variant of the problem will be presented through an application to super-resolution imaging parameters optimization.

The presentation will be given in French and the slides will be in English.


The seminar will be presented at 11:30 a.m. in room PLT-3370.




     
   
   

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