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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.
“arXiv:2512.00319v3 Announce Type: replace Abstract: The Structure Gap between probabilistic LLM generation and deterministic schema requirements hinders automated workflows. We propose RL-Struct, a lightweight framework using Gradient Regul…”
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RL-Struct, Gradient Regularized Policy Optimization (GRPO), arXiv
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LAST OBSERVED
Jul 21, 2026