Author

Taehyung Kim

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Preprint Aug 2026

To Go Far, Go Together: Diverse Preferences Induce a Curriculum for Reward Optimization

This work argues that, given a sufficiently diverse user population, a curriculum naturally emerges between easy- and hard-to-optimize reward models, and proposes CurriPO, which grows a tree-structured curriculum to accommodate diverse user-specific objectives, covering the population in a single traversal.

Taehyung Kim, Jongeun Choi · 0 citations