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• Boosting Soft Actor-Critic: Emphasizing Recent Experience without Forgetting the Past
  2019 · 40 citations
• BAIL: Best-Action Imitation Learning for Batch Deep Reinforcement Learning
  2019 · 31 citations
• Randomized Ensembled Double Q-Learning: Learning Fast Without a Model
  2021 · 26 citations
• Multi-task Batch Reinforcement Learning with Metric Learning
  2019 · 10 citations
• On the Convergence of the Monte Carlo Exploring Starts Algorithm for Reinforcement Learning
  2020 · 5 citations
• VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning
  2022 · 5 citations
• Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained Settings
  2025 · 1 citations
• On the Convergence of Monte Carlo UCB for Random-Length Episodic MDPs
  2022 · 1 citations
• Training Reasoning Models on Saturated Problems via Failure-Prefix Conditioning
  2026
• Should We Ever Prefer Decision Transformer for Offline Reinforcement Learning?
  2025
• Is Optimal Transport Necessary for Inverse Reinforcement Learning?
  2025
• Reinforcement Learning vs. Distillation: Understanding Accuracy and Capability in LLM Reasoning
  2025
• Pre-training with Synthetic Data Helps Offline Reinforcement Learning
  2023