Search Results for author: Stefan J. Witwicki

Found 2 papers, 0 papers with code

$L^*LM$: Learning Automata from Examples using Natural Language Oracles

no code implementations10 Feb 2024 Marcell Vazquez-Chanlatte, Karim Elmaaroufi, Stefan J. Witwicki, Sanjit A. Seshia

Due to the expressivity of natural language, we observe a significant improvement in the data efficiency of learning DFAs from expert demonstrations.

Improving Competence for Reliable Autonomy

no code implementations23 Jul 2020 Connor Basich, Justin Svegliato, Kyle Hollins Wray, Stefan J. Witwicki, Shlomo Zilberstein

Given the complexity of real-world, unstructured domains, it is often impossible or impractical to design models that include every feature needed to handle all possible scenarios that an autonomous system may encounter.

Cannot find the paper you are looking for? You can Submit a new open access paper.