When Valid Signals Fail: Regime Boundaries Between LLM Features and RL Trading Policies

Zhengzhe Yang

Can large language models (LLMs) generate continuous numerical features that improve reinforcement learning (RL) trading agents? We build a modular pipeline where a frozen LLM serv…