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• Benchmarking Batch Deep Reinforcement Learning Algorithms
  2019 · 160 citations
• Lyapunov-based Safe Policy Optimization for Continuous Control
  2019 · 154 citations
• A Lyapunov-based Approach to Safe Reinforcement Learning
  2018 · 78 citations
• Safe Policy Improvement by Minimizing Robust Baseline Regret
  2016 · 68 citations
• Bayesian policy gradient and actor-critic algorithms
  2026 · 34 citations
• Mirror Descent Policy Optimization
  2020 · 24 citations
• Maximum Entropy Semi-Supervised Inverse Reinforcement Learning
  2026 · 20 citations
• DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models
  2023 · 17 citations
• Robust Reinforcement Learning using Offline Data
  2022 · 15 citations
• Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies