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• Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning
  2019 · 19 citations
• Combining Reinforcement Learning with Model Predictive Control for On-Ramp Merging
  2020 · 4 citations
• Linear Convergence of Entropy-Regularized Natural Policy Gradient with Linear Function Approximation
  2021 · 3 citations
• Reinforcement Learning with Unbiased Policy Evaluation and Linear Function Approximation
  2022 · 2 citations
• On The Convergence Of Policy Iteration-Based Reinforcement Learning With Monte Carlo Policy Evaluation
  2023 · 2 citations
• Almost Boltzmann Exploration
  2019 · 1 citations
• Optimistic Policy Iteration for MDPs with Acyclic Transient State Structure
  2021 · 1 citations
• Performance Bounds for Policy-Based Average Reward Reinforcement Learning Algorithms
  2023 · 1 citations
• On the Convergence of Modified Policy Iteration in Risk Sensitive Exponential Cost Markov Decision Processes