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• Simple random search provides a competitive approach to reinforcement learning
  2018 · 169 citations
• Active Learning for Nonlinear System Identification with Guarantees
  2020 · 29 citations
• Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator
  2017 · 27 citations
• Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator
  2019 · 22 citations
• A Tour of Reinforcement Learning: The View from Continuous Control
  2018 · 21 citations
• The Gap Between Model-Based and Model-Free Methods on the Linear Quadratic Regulator: An Asymptotic Viewpoint
  2018 · 20 citations
• What is the objective of reasoning with reinforcement learning?
  2025
• Finding Equilibrium in Multi-Agent Games with Payoff Uncertainty
  2020