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• An Actor-Critic Algorithm for Sequence Prediction
  2016 · 224 citations
• InfoBot: Transfer and Exploration via the Information Bottleneck
  2019 · 47 citations
• Recall Traces: Backtracking Models for Efficient Reinforcement Learning
  2018 · 25 citations
• Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives
  2019 · 23 citations
• Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future
  2019 · 17 citations
• The Variational Bandwidth Bottleneck: Stochastic Evaluation on an Information Budget
  2020 · 6 citations
• Fast and Slow Learning of Recurrent Independent Mechanisms
  2021 · 5 citations
• Aligning Text-to-Image Diffusion Models with Reward Backpropagation
  2023 · 5 citations
• Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning