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Sample Complexity Analysis on Forward KL-regularized Contextual Bandits Function Approximation

2Sample ComplexityForward KL-Regularized RLHF
1.91.9522.05May 9, 2026

Evaluation results

MethodLinks
Forward KL-Regularized RLHFType=Upper Bound, Setting=Function Approximation2026.052
FKL-PCBType=Upper Bound, Setting=Function Approximation2026.052