ICML 2024 "offline learning" Papers

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

Kihyun Kim, Jiawei Zhang, Asuman Ozdaglar et al.

ICML 2024posterarXiv:2405.12421

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

Nikhil Vyas, Depen Morwani, Rosie Zhao et al.

ICML 2024spotlightarXiv:2306.08590

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 2024posterarXiv:2402.15392