ML - Final Project - Product Recommendation in Online Advertising with Reinforcement Learning
University of Colorado at Colorado Springs
PhD in Computer Science
Class: CS 4080-5080 - Reinforcement Learning - Fall 2021
Professor: Jugal Kalita
Student: Carlos Eugenio Lopes Pires Xavier Torres
E-mail: clopespi@uccs.edu
Date: October 20, 2021
Class Project
Product Recommendation in Online Advertising with Reinforcement Learning
Carlos_Torres_Final_Presentation.pptx
Carlos_Torres_Final_Presentation.mp4
- Deep Q-Network
- The RecoGym environment represented as a Markov chain of the organic and bandit user sessions. Adapted from RecoGym.
- System architecture.
- DQN internal architecture. Adapted from Nair et al. (2015).
