3 papers
cs.LO2026
Mining Beyond the Bools: Learning Data Transformations and Temporal Specifications
Sam Nicholas Kouteili, William Fishell, Christian Scaff +2
Mining specifications from execution traces presents an automated way of capturing characteristic system behaviors. However, existing approaches are largely restricted to Boolean a…
cs.LG2026
Warm Starting State-Space Models with Automata Learning
William Fishell, Sam Nicholas Kouteili, Mark Santolucito
We prove that Moore machines can be exactly realized as state-space models (SSMs), establishing a formal correspondence between symbolic automata and these continuous machine learn…
cs.LO2025
Research Vision: Multi-Agent Path Planning for Cops And Robbers Via Reactive Synthesis
William Fishell, Andoni Rodriguez, Mark Santolucito
We propose the problem of multi-agent path planning for a generalization of the classic Cops and Robbers game via reactive synthesis. Specifically, through the application of LTLt…