"sample-efficient learning" Papers

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Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling

Jasmine Bayrooti, Carl Ek, Amanda Prorok

ICLR 2025arXiv:2410.04988
3
citations

Latent Mixture of Symmetries for Sample-Efficient Dynamic Learning

Haoran Li, CHENHAN XIAO, Muhao Guo et al.

NEURIPS 2025oralarXiv:2510.03578
3
citations

Videos are Sample-Efficient Supervisions: Behavior Cloning from Videos via Latent Representations

Xin Liu, Haoran Li, Dongbin Zhao

NEURIPS 2025arXiv:2512.21586

Collaborative Learning with Different Labeling Functions

yuyang deng, Mingda Qiao

ICML 2024arXiv:2402.10445
1
citations

HarmonyDream: Task Harmonization Inside World Models

Haoyu Ma, Jialong Wu, Ningya Feng et al.

ICML 2024arXiv:2310.00344
18
citations

Reservoir Computing for Short High-Dimensional Time Series: an Application to SARS-CoV-2 Hospitalization Forecast

Thomas Ferté, Dutartre Dan, Boris Hejblum et al.

ICML 2024