RL-Struct Framework

SIGNAL ANALYSIS

RL-Struct addresses the structure gap between probabilistic LLM generation and deterministic schema requirements using Gradient Regularized Policy Optimization (GRPO) with a hierarchical reward, enhancing reliability in automated workflows.