Paul F. Christiano

Deep reinforcement learning from human preferences

Paul F. Christiano, Jan Leike, T. B. Brown et al. · arXiv (Cornell University) · 2017 · 508 citations · Full text

Artificial Intelligence, Engineering, Deep Reinforcement +19

Fine-Tuning Language Models from Human Preferences

Daniel M. Ziegler, Nisan Stiennon, Jeffrey Wu et al. · arXiv (Cornell University) · 2019 · 382 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +16

Electrical flows, laplacian systems, and faster approximation of maximum flow in undirected graphs

Paul F. Christiano, Jonathan A. Kelner, Aleksander Mądry et al. · 2011 · 286 citations · Full text

Numerical Analysis, Laplacian Systems, Graph Sparsity +23

A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models

Chelsea Finn, Paul F. Christiano, Pieter Abbeel et al. · arXiv (Cornell University) · 2016 · 214 citations · Full text

Artificial Intelligence, Imitation Learning, Inverse Reinforcement Learning +14

Transfer from Simulation to Real World through Learning Deep Inverse Dynamics Model

Paul F. Christiano, Zain Shah, Igor Mordatch et al. · arXiv (Cornell University) · 2016 · 166 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18