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Constrained Group Relative Policy Optimization

Girgis, Roger et al.
arXiv (All) · Papers
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computation-and-languagemachine-learningrobotics
Group Relative Policy Optimization (GRPO) remains the dominant critic-free approach for fine-tuning LLMs and VLMs, but its compatibility with constrained policy optimization (e.g. for safety-critical domains) has not been carefully examined. In this work, we introduce Constrained GRPO, a Lagrangian-
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