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• Bayesian Controller Fusion: Leveraging Control Priors in Deep Reinforcement Learning for Robotics
  2021 · 7 citations
• Residual Skill Policies: Learning an Adaptable Skill-based Action Space for Reinforcement Learning for Robotics
  2022 · 5 citations
• Multiplicative Controller Fusion: Leveraging Algorithmic Priors for Sample-efficient Reinforcement Learning and Safe Sim-To-Real Transfer
  2020 · 3 citations
• Zero-Shot Uncertainty-Aware Deployment of Simulation Trained Policies on Real-World Robots
  2021 · 1 citations
• Sim-to-Real Transfer of Robot Learning with Variable Length Inputs
  2018
• Residual Reactive Navigation: Combining Classical and Learned Navigation Strategies For Deployment in Unknown Environments
  2019
• LHManip: A Dataset for Long-Horizon Language-Grounded Manipulation Tasks in Cluttered Tabletop Environments
  2023