← authors · overview

• Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels
  2020 · 171 citations
• Generalized Inner Loop Meta-Learning
  2019 · 88 citations
• Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning
  2021 · 67 citations
• Automatic Data Augmentation for Generalization in Deep Reinforcement Learning
  2020 · 52 citations
• Reinforcement Learning with Prototypical Representations
  2021 · 42 citations
• Don't Change the Algorithm, Change the Data: Exploratory Data for Offline Reinforcement Learning
  2022 · 21 citations
• On the model-based stochastic value gradient for continuous reinforcement learning
  2020 · 16 citations
• CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery
  2022 · 12 citations
• URLB: Unsupervised Reinforcement Learning Benchmark
  2021 · 11 citations
• Watch and Match: Supercharging Imitation with Regularized Optimal Transport
  2022 · 8 citations
• Improving Sample Efficiency in Model-Free Reinforcement Learning from Images
  2019