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• Action Robust Reinforcement Learning and Applications in Continuous Control
  2019 · 66 citations
• Exploration-Exploitation in Constrained MDPs
  2020 · 31 citations
• Mirror Descent Policy Optimization
  2020 · 24 citations
• Optimistic Policy Optimization with Bandit Feedback
  2020 · 20 citations
• Beyond the One Step Greedy Approach in Reinforcement Learning
  2018 · 12 citations
• Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies
  2019 · 12 citations
• Multiple-Step Greedy Policies in Online and Approximate Reinforcement Learning
  2018 · 7 citations
• RL for Latent MDPs: Regret Guarantees and a Lower Bound
  2021 · 7 citations
• Exploration Conscious Reinforcement Learning Revisited
  2018 · 5 citations
• Multi-step Greedy Reinforcement Learning Algorithms
  2019 · 2 citations
• Pearl: A Production-ready Reinforcement Learning Agent
  2023 · 2 citations
• Confidence-Budget Matching for Sequential Budgeted Learning
  2021 · 1 citations
• Provable RL with Exogenous Distractors via Multistep Inverse Dynamics
  2021 · 1 citations
• Provable Reinforcement Learning with a Short-Term Memory
  2022 · 1 citations
• Credit Assignment with Resets in Language Model Reasoning
  2026