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• A Brief Survey of Deep Reinforcement Learning
  2017 · 754 citations
• Towards Deep Symbolic Reinforcement Learning
  2016 · 146 citations
• Classifying Options for Deep Reinforcement Learning
  2016 · 18 citations
• Variational Inference for Data-Efficient Model Learning in POMDPs
  2018 · 7 citations
• Analysing Deep Reinforcement Learning Agents Trained with Domain Randomisation
  2019 · 7 citations
• Privileged Information Dropout in Reinforcement Learning
  2020 · 7 citations
• Memory-Efficient Episodic Control Reinforcement Learning with Dynamic Online k-means
  2019 · 2 citations
• Sample-Efficient Reinforcement Learning with Maximum Entropy Mellowmax Episodic Control
  2019 · 2 citations
• All You Need Is Supervised Learning: From Imitation Learning to Meta-RL With Upside Down RL
  2022
• Learning Relative Return Policies With Upside-Down Reinforcement Learning
  2022