Recommendation via reinforcement learning methods

• Main Author: Xu, He
• Other Authors: Bo An
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/152271
• Institution: Nanyang Technological University

Recommender system has been a persistent research goal for decades, which aims at recommending suitable items such as movies to users. Supervised learning methods are widely adopted by modeling recommendation problems as prediction tasks. However, with the rise of online e-commerce platforms, variou...