Evaluation of Reinforcement Learning Techniques for Trading on a Diverse Portfolio

Ishan S. Khare, Tarun K. Martheswaran, Akshana Dassanaike-Perera

This work seeks to answer key research questions regarding the viability of reinforcement learning over the S&P 500 index. The on-policy techniques of Value Iteration (VI) and Stat…