"policy regularization" Papers

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Correlated Proxies: A New Definition and Improved Mitigation for Reward Hacking

Cassidy Laidlaw, Shivam Singhal, Anca Dragan

ICLR 2025arXiv:2403.03185
25
citations

Mitigating Reward Over-optimization in Direct Alignment Algorithms with Importance Sampling

Nguyen Phuc, Ngoc-Hieu Nguyen, Duy M. H. Nguyen et al.

NEURIPS 2025arXiv:2506.08681

Adaptive Advantage-Guided Policy Regularization for Offline Reinforcement Learning

Tenglong Liu, Yang Li, Yixing Lan et al.

ICML 2024arXiv:2405.19909
13
citations