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• The Uncertainty Bellman Equation and Exploration
  2017 · 59 citations
• Variational Bayesian Reinforcement Learning with Regret Bounds
  2018 · 15 citations
• Making Sense of Reinforcement Learning and Probabilistic Inference
  2020 · 12 citations
• ReLOAD: Reinforcement Learning with Optimistic Ascent-Descent for Last-Iterate Convergence in Constrained MDPs
  2023 · 5 citations
• Sample Efficient Reinforcement Learning with REINFORCE
  2020 · 3 citations
• On the connection between Bregman divergence and value in regularized Markov decision processes
  2022
• POMRL: No-Regret Learning-to-Plan with Increasing Horizons
  2022
• Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization
  2023
• Probabilistic Inference in Reinforcement Learning Done Right
  2023