most citedUncertainty-Penalized Reinforcement Learning from Human Feedback with Diverse Reward LoRA Ensembles

1 citations · 1 across the 1 of their papers we have counts for

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cs.LG2023★ 1 cited

Uncertainty-Penalized Reinforcement Learning from Human Feedback with Diverse Reward LoRA Ensembles

Yuanzhao Zhai, Han Zhang, Yu Lei +5

Reinforcement learning from human feedback (RLHF) emerges as a promising paradigm for aligning large language models (LLMs). However, a notable challenge in RLHF is overoptimizatio…