2 papers
eess.SY2025
Safe Deployment of Offline Reinforcement Learning via Input Convex Action Correction
Alex Durkin, Jasper Stolte, Matthew Jones +4
Offline reinforcement learning (offline RL) offers a promising framework for developing control strategies in chemical process systems using historical data, without the risks or c…
cs.CY2025
Standardizing Intelligence: Aligning Generative AI for Regulatory and Operational Compliance
Joseph Marvin Imperial, Matthew D. Jones, Harish Tayyar Madabushi
Technical standards, or simply standards, are established documented guidelines and rules that facilitate the interoperability, quality, and accuracy of systems and processes. In r…