← authors · overview

• Scalable agent alignment via reward modeling: a research direction
  2018 · 126 citations
• Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback
  2023 · 93 citations
• Goal Misgeneralization in Deep Reinforcement Learning
  2021 · 23 citations
• Uncertainty in Multitask Transfer Learning
  2018 · 12 citations
• Active Reinforcement Learning: Observing Rewards at a Cost
  2020 · 12 citations
• Reward Model Ensembles Help Mitigate Overoptimization
  2023 · 2 citations
• PoisonBench: Assessing Large Language Model Vulnerability to Data Poisoning
  2024 · 2 citations
• Predicting Future Actions of Reinforcement Learning Agents
  2024 · 2 citations
• The Perils of Optimizing Learned Reward Functions: Low Training Error Does Not Guarantee Low Regret
  2024 · 1 citations
• Mitigating Goal Misgeneralization via Minimax Regret
  2025
• Interpreting Emergent Planning in Model-Free Reinforcement Learning
  2025
• Deep Prior
  2017
• Neural Autoregressive Flows
  2018
• Domain Generalization for Robust Model-Based Offline Reinforcement Learning
  2022
• Thinker: Learning to Plan and Act
  2023