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• Exploration in Structured Reinforcement Learning
  2018 · 29 citations
• Optimal Attacks on Reinforcement Learning Policies
  2019 · 18 citations
• From self-tuning regulators to reinforcement learning and back again
  2019 · 16 citations
• Adaptive Sampling for Best Policy Identification in Markov Decision Processes
  2020 · 8 citations
• Conformal Off-Policy Evaluation in Markov Decision Processes
  2023 · 7 citations
• Model-Free Active Exploration in Reinforcement Learning
  2024 · 2 citations
• Switching Successor Measures for Hierarchical Zero-shot Reinforcement Learning
  2026
• Advantage-Guided Diffusion for Model-Based Reinforcement Learning
  2026
• Shift Before You Learn: Enabling Low-Rank Representations in Reinforcement Learning