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Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning

Hugging Face Daily Papers ↗ · 2026-08-06 Cached

The paper argues that simply scaling multimodal environments does not always improve agent training, and proposes Ability-aware Environment Selection (AES) and Hierarchical Difficulty Curriculum (HDC) to better structure environment distributions along diversity and difficulty dimensions.

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