Author

Stefano Ermon

Author of 3 papers in this index, working on reinforcement learning & control and video & generative modeling.

3papers in this index

—career papers

—citations

—h-index

Matched on the author name across this corpus only, because the paper records carry no author id for this name. A common name can collide; tell us if one is wrong.

Papers in this index

2023-11-21

Diffusion Model Alignment Using Direct Preference Optimization

Bram Wallace, Meihua Dang, Rafael Rafailov +7 · 852 citations

CVPRReinforcement learning & control Video & generative modeling

2023-05-29

Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Rafael Rafailov, Archit Sharma, Eric Mitchell +3 · 10,236 citations

NeurIPSReinforcement learning & control

2020-05-27

MOPO: Model-based Offline Policy Optimization

Tianhe Yu, Garrett Thomas, Lantao Yu +5 · 962 citations

NeurIPSReinforcement learning & control Navigation & mobility

Works with

Rafael Rafailov Chelsea FinnBram WallaceMeihua DangLinqi ZhouAaron LouSenthil PurushwalkamCaiming XiongShafiq JotyNikhil Naik

Co-authors on the papers above, most frequent first. Linked names have a page here.

Works on

Reinforcement learning & control Video & generative modeling Navigation & mobility Safety & evaluation