← authors · overview

• Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
  2017 · 5797 citations
• Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
  2018 · 3503 citations
• Soft Actor-Critic Algorithms and Applications
  2018 · 1963 citations
• QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation
  2018 · 575 citations
• QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation
  2018 · 575 citations
• Reinforcement Learning with Deep Energy-Based Policies
  2017 · 434 citations
• Model-Based Reinforcement Learning for Atari
  2019 · 421 citations
• Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review
  2018 · 379 citations
• Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization
  2016 · 370 citations
• Continuous Deep Q-Learning with Model-based Acceleration
  2016 · 337 citations
• CAD2RL: Real Single-image Flight Without A Single Real Image
  2016 · 308 citations
• Learning Contact-Rich Manipulation Skills with Guided Policy Search
  2015 · 280 citations
• One-Shot Visual Imitation Learning via Meta-Learning
  2017 · 270 citations
• Data-Efficient Hierarchical Reinforcement Learning
  2018 · 265 citations
• Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control
  2018 · 265 citations