conftrace_

policy improvement oracle

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iterative dpo (1) rejection sampling strategy (1) reverse-kl regularized contextual bandit (1) information theoretical (1) finite-sample guarantee (1)

Papers

Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-constraint ICML 2024