CVPR2023

Phone2Proc: Bringing Robust Robots into Our Chaotic World

Matt Deitke, Rose Hendrix, Ali Farhadi, Kiana Ehsani, Aniruddha Kembhavi

Abstract

https://phone2proc.allenai.org/ Figure 1 . Successfully deploying agents trained in simulation to the real world has generally proved fraught -we present PHONE2PROC, a simple approach that uses a cellphone to scan an environment and procedurally generate targeted training scene variations of that location, whose usage results in successful and robust agents in the real environment.