Oral "sample efficiency" Papers

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Conference

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Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

DyMoDreamer: World Modeling with Dynamic Modulation

Boxuan Zhang, Runqing Wang, Wei Xiao et al.

NEURIPS 2025oralarXiv:2509.24804

Learning (Approximately) Equivariant Networks via Constrained Optimization

Andrei Manolache, Luiz Chamon, Mathias Niepert

NEURIPS 2025oralarXiv:2505.13631
3
citations

QMP: Q-switch Mixture of Policies for Multi-Task Behavior Sharing

Grace Zhang, Ayush Jain, Injune Hwang et al.

ICLR 2025oralarXiv:2302.00671
5
citations

Time Reversal Symmetry for Efficient Robotic Manipulations in Deep Reinforcement Learning

Yunpeng Jiang, Jianshu Hu, Paul Weng et al.

NEURIPS 2025oralarXiv:2505.13925

Hybrid Inverse Reinforcement Learning

Juntao Ren, Gokul Swamy, Steven Wu et al.

ICML 2024oralarXiv:2402.08848
29
citations

Value-Evolutionary-Based Reinforcement Learning

Pengyi Li, Jianye Hao, Hongyao Tang et al.

ICML 2024oral