most citedProceedings of the 1st International Workshop on Robot Learning and Planning (RLP 2016)

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cs.AI2026

Feedback Manipulation Regularization: Enabling Offline Agent Alignment for Imitation Learning

Benjamin Poole, Minwoo Lee

Reinforcement learning (RL) research has increasingly shifted focus towards alignment, ensuring agents learn behaviors adhering to human values. While human demonstrations and feed…