Preference-based ReinforcementLearning withFinite-TimeGuarantees

Feb-10-2026, 16:31:07 GMT–Neural Information Processing Systems

Wefirstshowthataunique optimal policymaynot exist if preferences over trajectories are deterministic for PbRL.

artificial intelligence, machine learning, reinforcement learning, (15 more...)

Neural Information Processing Systems

Feb-10-2026, 16:31:07 GMT

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Preference-based Reinforcement Learning with Finite-Time Guarantees

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