Ghusoon Hadi al-Aldaffaie

A survey on LLM-enhanced reinforcement learning in financial markets

A three-paradigm taxonomy (feature-based, auxiliary-based, and policy-based) based on the functional role of LLMs within the RL pipeline is proposed, which provides superior scalability and stability, though often at the expense of representational depth.