Reinforcement learning for financial trading: algorithms, evaluations and platforms

• Main Author: Sun, Shuo
• Other Authors: Bo An
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/182059
• Institution: Nanyang Technological University

The financial markets, which involve more than $90 trillion market capitals, attract the attention of innumerable investors around the world. Due to the complexity and low signal-to-noise ratio of financial data, it is a challenging task to make profitable investment decisions. Recently, reinforceme...