The literature on learning in unknown environments emphasises reinforcing on actions which produce positive results …

The advent of reinforcement learning (RL) in financial markets is driven by several advantages inherent to this field … one integrated step, thereby closely aligning the machine learning problem with the objectives of the investor. At the … supervised learning methods, the RL research community has made considerable advances in the finance domain. The present paper …