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• Concrete Dropout
  2017 · 145 citations
• Learning Invariant Representations for Reinforcement Learning without Reconstruction
  2020 · 97 citations
• VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning
  2019 · 65 citations
• Invariant Causal Prediction for Block MDPs
  2020 · 37 citations
• Generalizing from a few environments in safety-critical reinforcement learning
  2019 · 9 citations
• PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learning
  2021 · 5 citations
• Adversarial recovery of agent rewards from latent spaces of the limit order book
  2019 · 3 citations
• Outcome-Driven Reinforcement Learning via Variational Inference
  2021 · 3 citations
• On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations
  2022 · 2 citations