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Chandramauli Chakraborty

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#machine learning Preprint Sep 2026

The Statistical Benefits of Multiple Responses for Learning from Demonstrations

It is found that multiple responses provide a qualitatively stronger benefit in this setting of generative systems, and is shown that a greedy multiplicative-weights learner achieving the upper bounds without any assumption on demonstrator quality is possible.

Chandramauli Chakraborty, Cong Ma · 0 citations

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