Welcome to Scenic’s documentation!¶
Scenic is a domain-specific probabilistic programming language for modeling the environments of cyber-physical systems like robots and autonomous cars. A Scenic program defines a distribution over scenes, configurations of physical objects and agents; sampling from this distribution yields concrete scenes which can be simulated to produce training or testing data.
Scenic was designed and implemented by Daniel J. Fremont, Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Alberto L. Sangiovanni-Vincentelli, and Sanjit A. Seshia. For a description of the language and some of its applications, see our PLDI 2019 paper; a more in-depth discussion is in Chapters 5 and 8 of this thesis. Our publications page lists additional papers using Scenic.