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• A Sliding-Window Algorithm for Markov Decision Processes with Arbitrarily Changing Rewards and Transitions
  2018 · 36 citations
• Variational Regret Bounds for Reinforcement Learning
  2019 · 28 citations
• Survey on Fair Reinforcement Learning: Theory and Practice
  2022 · 8 citations
• Curiosity-driven Exploration in Sparse-reward Multi-agent Reinforcement Learning
  2023 · 4 citations
• Randomized Least Squares Value Iteration itself is Joint Differentially Private
  2026
• An Empirical Evaluation of Posterior Sampling for Constrained Reinforcement Learning
  2022
• Provably Efficient Exploration in Constrained Reinforcement Learning:Posterior Sampling Is All You Need
  2023
• Investigating Gender Fairness in Machine Learning-driven Personalized Care for Chronic Pain
  2024