Essays about: "FQI"

Found 2 essays containing the word FQI.

  1. 1. Tackling Non-Stationarity in Reinforcement Learning via Latent Representation : An application to Intraday Foreign Exchange Trading

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Adriano Mundo; [2023]
    Keywords : Reinforcement Learning; Latent Representation; VAE; Non-Stationary; FQI; FX Trading; Förstärkningsinlärning; Latent representation; VAE; Icke-stationär; FQI; FX handel;

    Abstract : Reinforcement Learning has applications in various domains, but the typical assumption is of a stationary process. Hence, when this hypothesis does not hold, performance may be sub-optimal. READ MORE

  2. 2. Behavioral Targeting in E-Commerce Through the Use of Reinforcement Learning

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Johan Sundström; [2019]
    Keywords : ;

    Abstract : E-commerce websites often seek to maximize sales by employing sales agents to talk on the phone with selected visitors and assist them in making a purchase, and in order to make the most out of this investment, visitors must be targeted with contact offers intelligently. One approach to designing a targeting strategy is to have human experts define sets of rules that decide how to act, however, a more automated approach would be desirable. READ MORE