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• An Introduction to Deep Reinforcement Learning
  2018 · 1464 citations
• Deep Reinforcement Learning that Matters
  2017 · 366 citations
• Reproducibility of Benchmarked Deep Reinforcement Learning Tasks for Continuous Control
  2017 · 187 citations
• Where Did My Optimum Go?: An Empirical Analysis of Gradient Descent Optimization in Policy Gradient Methods
  2018 · 16 citations
• Reward Estimation for Variance Reduction in Deep Reinforcement Learning
  2018 · 12 citations
• Separating value functions across time-scales
  2019 · 4 citations
• Integrating Reward Maximization and Population Estimation: Sequential Decision-Making for Internal Revenue Service Audit Selection
  2022 · 1 citations
• OptionGAN: Learning Joint Reward-Policy Options using Generative Adversarial Inverse Reinforcement Learning
  2017