Sökning: "Marta Jablecka"

Hittade 2 uppsatser innehållade orden Marta Jablecka.

1. 1. Modelling CLV in the Insurance Industry Using Deep Learning Methods

   Master-uppsats, KTH/Matematisk statistik

   Författare :Marta Jablecka; [2020]
   Nyckelord :Insurance; CLV; RNN; LSTM; GRU; DQL; Försäkring; CLV; RNN; LSTM; GRU; DQL;

   Sammanfattning : This paper presents a master’s thesis project in which deep learning methods are used to both calculate and subsequently attempt to maximize Customer Lifetime Value (CLV) for an insurance provider’s customers. Specifically, the report investigates whether panel data comprised of customers monthly insurance policy subscription history can be used with Recurrent Neural Networks (RNN) to achieve better predictive performance than the naïve forecasting model. LÄS MER

3. 2. A Study of Reinforcement Learning in Multi-Agent Systems

   Kandidat-uppsats, KTH/Skolan för teknikvetenskap (SCI)

   Författare :Marta Jablecka; Hanna Kerek; [2018]
   Nyckelord :;

   Sammanfattning : Reinforcement learning has recently gained popularity due to its many successfulapplications in various fields. In this project reinforcement learning is imple- mented in a simple warehouse situation where robots have to learn to interact with each other while performing specific tasks. LÄS MER