← authors · overview

• Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations
  2019 · 120 citations
• Better-than-Demonstrator Imitation Learning via Automatically-Ranked Demonstrations
  2019 · 25 citations
• Risk-Aware Active Inverse Reinforcement Learning
  2019 · 21 citations
• Deep Bayesian Reward Learning from Preferences
  2019 · 15 citations
• Efficient Preference-Based Reinforcement Learning Using Learned Dynamics Models
  2023 · 15 citations
• Reward Learning from Suboptimal Demonstrations with Applications in Surgical Electrocautery
  2024 · 9 citations
• Benchmarks and Algorithms for Offline Preference-Based Reward Learning
  2023 · 8 citations
• Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations
  2022 · 5 citations
• Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications
  2018 · 2 citations
• Bayesian Robust Optimization for Imitation Learning
  2020 · 2 citations
• Offline Preference-Based Apprenticeship Learning
  2021 · 2 citations
• Efficient Probabilistic Performance Bounds for Inverse Reinforcement Learning
  2017 · 1 citations
• Can Differentiable Decision Trees Enable Interpretable Reward Learning from Human Feedback?
  2023