Abstract: This paper explores the optimization of Job Shop Scheduling Problem (JSSP), by employing a Deep Reinforcement Learning (DRL) approach that learns optimal scheduling policies through ...

Simulation-vs-live status (updated iter93): REP findings (F1–F16) and R1–R7 design findings derive from discrete-event simulation (Python harness, bounded network sizes 100–10,000). RS6 Phase 2 ...

Abstract: The verification of opacity of discrete event systems (DESs) is subjected to the curse of dimensionality because this issue has been proven to be EXPSPACE-complete. Therefore, how to improve ...

Open-source Python implementation of the Shikdar–Laaksonen (2026) multihorizon hazard framework for battery operational reliability, with reproducibility analysis, methodological corrections, and an ...

The annual Florida Python Challenge is a 10-day event to remove invasive Burmese pythons from the Everglades. Participants can win a share of $25,000 in prizes, including a $10,000 grand prize for ...