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• A Review of Reinforcement Learning in Financial Applications
  2024 · 16 citations
• Batch Policy Learning in Average Reward Markov Decision Processes
  2020 · 15 citations
• Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making
  2020 · 9 citations
• Deeply-Debiased Off-Policy Interval Estimation
  2021 · 6 citations
• Experimentation Platforms Meet Reinforcement Learning: Bayesian Sequential Decision-Making for Continuous Monitoring
  2023 · 4 citations
• Multi-Objective Model-based Reinforcement Learning for Infectious Disease Control
  2020 · 1 citations
• Pattern Transfer Learning for Reinforcement Learning in Order Dispatching
  2021 · 1 citations
• A Multi-Agent Reinforcement Learning Framework for Off-Policy Evaluation in Two-sided Markets
  2022 · 1 citations
• STEEL: Singularity-aware Reinforcement Learning
  2023
• Robust Offline Reinforcement learning with Heavy-Tailed Rewards
  2023