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• Jump-Start Reinforcement Learning
  2022 · 17 citations
• Principled Reinforcement Learning with Human Feedback from Pairwise or $K$-wise Comparisons
  2023 · 16 citations
• Linear Representation Meta-Reinforcement Learning for Instant Adaptation
  2021 · 4 citations
• Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment
  2023 · 4 citations
• Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism
  2021 · 2 citations
• Beyond Ten Turns: Unlocking Long-Horizon Agentic Search with Large-Scale Asynchronous RL
  2025 · 1 citations
• Guided Online Distillation: Promoting Safe Reinforcement Learning by Offline Demonstration
  2023
• The Effective Horizon Explains Deep RL Performance in Stochastic Environments
  2023
• Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF
  2024