← authors · overview

• Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems
  2020 · 50 citations
• Surprising Negative Results for Generative Adversarial Tree Search
  2018 · 14 citations
• Reinforcement Learning in Rich-Observation MDPs using Spectral Methods
  2016 · 12 citations
• Policy Gradient in Partially Observable Environments: Approximation and Convergence
  2018 · 10 citations
• Reinforcement Learning of POMDPs using Spectral Methods
  2016 · 7 citations
• Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems
  2020 · 6 citations
• On the Convergence and Optimality of Policy Gradient for Markov Coherent Risk
  2021 · 5 citations
• Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo
  2023 · 5 citations
• Experimental results : Reinforcement Learning of POMDPs using Spectral Methods