Sökning: "FQI"

Hittade 2 uppsatser innehållade ordet FQI.

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

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

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

   Sammanfattning : 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. LÄS MER

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

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Johan Sundström; [2019]
   Nyckelord :;

   Sammanfattning : 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. LÄS MER