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• Safe Policy Improvement by Minimizing Robust Baseline Regret
  2016 · 68 citations
• Beyond Confidence Regions: Tight Bayesian Ambiguity Sets for Robust MDPs
  2019 · 19 citations
• Partial Policy Iteration for L1-Robust Markov Decision Processes
  2020 · 8 citations
• Optimizing Percentile Criterion Using Robust MDPs
  2019 · 5 citations
• Proximal Gradient Temporal Difference Learning: Stable Reinforcement Learning with Polynomial Sample Complexity
  2020 · 5 citations
• Interpretable Reinforcement Learning with Ensemble Methods
  2018 · 3 citations
• Tight Bayesian Ambiguity Sets for Robust MDPs
  2018 · 3 citations
• Optimizing Norm-Bounded Weighted Ambiguity Sets for Robust MDPs
  2019 · 2 citations
• Bayesian Robust Optimization for Imitation Learning
  2020 · 2 citations