Christiano, Paul

Training Language Models to Follow Instructions with Human Feedback

Ouyang, L., Wu, J., Jiang, X., Almeida, D., Wainwright, C., Mishkin, P., Zhang, C., Agarwal, S., Slama, K., Ray, A., et al. (2022) · Advances in Neural Information Processing Systems 35

Natural Language Processing TechniquesTopic Modeling

Cited by 3,117

Concrete Problems in AI Safety

Amodei, D., Olah, C., Steinhardt, J., Christiano, P., Schulman, J., & Mané, D. (2016) · arXiv

Ethics and Social Impacts of AIAdversarial Robustness in Machine Learning

Cited by 1,314

Deep reinforcement learning from human preferences

Christiano, P., Leike, J., Brown, T. B., Martic, M., Legg, S., & Amodei, D. (2017) · arXiv

Reinforcement Learning in RoboticsMachine Learning and Algorithms

Cited by 1,058

Learning to summarize from human feedback

Stiennon, N., Ouyang, L., Wu, J., Ziegler, D. M., Lowe, R., Voss, C., Radford, A., Amodei, D., & Christiano, P. (2020) · arXiv

Topic ModelingAdvanced Text Analysis Techniques

Cited by 550

Fine-Tuning Language Models from Human Preferences

Ziegler, D. M., Stiennon, N., Wu, J., Brown, T. B., Radford, A., Amodei, D., Christiano, P., & Irving, G. (2019) · arXiv

Topic ModelingReinforcement Learning in Robotics

Cited by 413

Recursively Summarizing Books with Human Feedback

Wu, J., Ouyang, L., Ziegler, D. M., Stiennon, N., Lowe, R., Leike, J., & Christiano, P. (2021) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 76

AI safety via debate

Irving, G., Christiano, P., & Amodei, D. (2018) · arXiv

Ethics and Social Impacts of AIReinforcement Learning in Robotics

Cited by 71

Supervising strong learners by amplifying weak experts

Christiano, P., Shlegeris, B., & Amodei, D. (2018) · arXiv

Reinforcement Learning in RoboticsMachine Learning and Algorithms

Cited by 39