Publications Using Scenic¶
The main paper on Scenic is:
Scenic: A Language for Scenario Specification and Scene Generation.Fremont, Dreossi, Ghosh, Yue, Sangiovanni-Vincentelli, and Seshia.PLDI 2019. [full version]
An expanded version of this paper appears as Chapters 5 and 8 of this thesis:
Algorithmic Improvisation. [thesis]Daniel J. Fremont.Ph.D. dissertation, 2019 (University of California, Berkeley; Group in Logic and the Methodology of Science).
Scenic is also integrated into the VerifAI toolkit, which is described in another paper:
VerifAI: A Toolkit for the Formal Design and Analysis of Artificial Intelligence-Based Systems.Dreossi*, Fremont*, Ghosh*, Kim, Ravanbakhsh, Vazquez-Chanlatte, and Seshia.
* Equal contribution.
We have also used Scenic in several industrial case studies:
Formal Analysis and Redesign of a Neural Network-Based Aircraft Taxiing System with VerifAI.Fremont, Chiu, Margineantu, Osipychev, and Seshia.