3 papers
cs.PF2025
Formal Analysis of Metastable Failures in Software Systems
Peter Alvaro, Rebecca Isaacs, Rupak Majumdar +3
Many large-scale software systems demonstrate metastable failures. In this class of failures, a stressor such as a temporary spike in workload causes the system performance to drop…
cs.AI2025
Regret-Free Reinforcement Learning for LTL Specifications
Rupak Majumdar, Mahmoud Salamati, Sadegh Soudjani
Learning to control an unknown dynamical system with respect to high-level temporal specifications is an important problem in control theory. We present the first regret-free onlin…
eess.SY2024
Logic-based Knowledge Awareness for Autonomous Agents in Continuous Spaces
Arabinda Ghosh, Mahmoud Salamati, Sadegh Soudjani
This paper presents a step towards a formal controller design method for autonomous agents based on knowledge awareness to improve decision-making. Our approach is to first create…