"offline learning" Papers

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AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Reinforcement Learning with Imperfect Transition Predictions: A Bellman-Jensen Approach

Chenbei Lu, Zaiwei Chen, Tongxin Li et al.

NeurIPS 2025spotlightarXiv:2510.18687

A Unified Linear Programming Framework for Offline Reward Learning from Human Demonstrations and Feedback

Kihyun Kim, Jiawei Zhang, Asuman Ozdaglar et al.

ICML 2024poster

Beyond Implicit Bias: The Insignificance of SGD Noise in Online Learning

Nikhil Vyas, Depen Morwani, Rosie Zhao et al.

ICML 2024spotlight

Learning Constraints from Offline Demonstrations via Superior Distribution Correction Estimation

Guorui Quan, Zhiqiang Xu, Guiliang Liu

ICML 2024poster

Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms

Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli

ICML 2024poster

Parameterized Projected Bellman Operator

Théo Vincent, Alberto Maria Metelli, Boris Belousov et al.

AAAI 2024paperarXiv:2312.12869