"learning efficiency" Papers

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Efficient Cross-Episode Meta-RL

Gresa Shala, André Biedenkapp, Pierre Krack et al.

ICLR 2025

EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving

Shihan Dou, Ming Zhang, Chenhao Huang et al.

NEURIPS 2025arXiv:2506.02672
4
citations

Learning with Adaptive Resource Allocation

Jing Wang, Miao Yu, Peng Zhao et al.

ICML 2024