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• Near-optimal Optimistic Reinforcement Learning using Empirical Bernstein Inequalities
  2019 · 12 citations
• Bayesian Reinforcement Learning via Deep, Sparse Sampling
  2019 · 4 citations
• SENTINEL: Taming Uncertainty with Ensemble-based Distributional Reinforcement Learning
  2021 · 3 citations
• Inferential Induction: A Novel Framework for Bayesian Reinforcement Learning
  2020 · 2 citations
• SAAC: Safe Reinforcement Learning as an Adversarial Game of Actor-Critics
  2022 · 2 citations
• Risk-Sensitive Bayesian Games for Multi-Agent Reinforcement Learning under Policy Uncertainty
  2022 · 1 citations
• Reinforcement Learning in the Wild with Maximum Likelihood-based Model Transfer
  2023 · 1 citations
• Near-optimal Bayesian Solution For Unknown Discrete Markov Decision Process
  2019
• How does Your RL Agent Explore? An Optimal Transport Analysis of Occupancy Measure Trajectories
  2024
• Augmented Bayesian Policy Search
  2024