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• Regret Minimization Experience Replay in Off-Policy Reinforcement Learning
  2021 · 8 citations
• Guarded Policy Optimization with Imperfect Online Demonstrations
  2023 · 4 citations
• PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement
  2022 · 3 citations
• Two-Stage Constrained Actor-Critic for Short Video Recommendation
  2023 · 2 citations
• State Regularized Policy Optimization on Data with Dynamics Shift
  2023 · 2 citations
• S$^2$AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic
  2024 · 2 citations
• SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
  2025 · 1 citations
• Group-in-Group Policy Optimization for LLM Agent Training
  2025 · 1 citations
• MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning
  2021 · 1 citations
• The Optimal Token Baseline: Variance Reduction for Long-Horizon LLM-RL
  2026
• AURO: Reinforcement Learning for Adaptive User Retention Optimization in Recommender Systems
  2023