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• Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance
  2019 · 9 citations
• When to Update Your Model: Constrained Model-based Reinforcement Learning
  2022 · 7 citations
• A Survey on Causal Reinforcement Learning
  2023 · 6 citations
• Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic
  2023 · 3 citations
• Fault-Aware Robust Control via Adversarial Reinforcement Learning
  2020 · 2 citations
• Task Transfer by Preference-Based Cost Learning
  2018 · 1 citations
• Ratio-Variance Regularized Policy Optimization
  2026
• FLAC: Maximum Entropy RL via Kinetic Energy Regularized Bridge Matching
  2026
• Flow-Based Policy for Online Reinforcement Learning
  2025
• Learning by Doing: An Online Causal Reinforcement Learning Framework with Causal-Aware Policy