most citedSample Efficient Preference Alignment in LLMs via Active Exploration

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cs.LG2023★ 1 cited

Sample Efficient Preference Alignment in LLMs via Active Exploration

Viraj Mehta, Syrine Belakaria, Vikramjeet Das +7

Preference-based feedback is important for many applications in machine learning where evaluation of a reward function is not feasible. Notable recent examples arise in preference…

cs.LG2023

Kernelized Offline Contextual Dueling Bandits

Viraj Mehta, Ojash Neopane, Vikramjeet Das +3

Preference-based feedback is important for many applications where direct evaluation of a reward function is not feasible. A notable recent example arises in reinforcement learning…