3 papers
cs.LO2026
LLM-Powered Automatic Theorem Proving and Synthesis for Hybrid Systems and Game
Aditi Kabra, Jonathan Laurent, Ruben Martins +2
Hybrid games model cyber-physical systems (CPS), like cars, trains, and airplanes, where discrete control decisions interact with continuous physical dynamics. We use Large Languag…
cs.LO2025
Can Large Language Models Autoformalize Kinematics?
Aditi Kabra, Jonathan Laurent, Sagar Bharadwaj +3
Autonomous cyber-physical systems like robots and self-driving cars could greatly benefit from using formal methods to reason reliably about their control decisions. However, befor…
cs.PL2025
Oracular Programming: A Modular Foundation for Building LLM-Enabled Software
Jonathan Laurent, André Platzer
Large Language Models (LLMs) can solve previously intractable tasks given only natural-language instructions and a few examples, but they remain difficult to steer precisely and la…