12 citations · 12 across the 4 of their papers we have counts for
4 papers
OpComm: A Reinforcement Learning Framework for Adaptive Buffer Control in Warehouse Volume Forecasting
Wilson Fung, Lu Guo, Drake Hilliard +11
Accurate forecasting of package volumes at delivery stations is critical for last-mile logistics, where errors lead to inefficient resource allocation, higher costs, and delivery d…
Node-Level Financial Optimization in Demand Forecasting Through Dynamic Cost Asymmetry and Feedback Mechanism
Alessandro Casadei, Clemens Grupp, Sreyoshi Bhaduri +6
This work introduces a methodology to adjust forecasts based on node-specific cost function asymmetry. The proposed model generates savings by dynamically incorporating the cost as…
Scaling Causal Mediation for Complex Systems: A Framework for Root Cause Analysis
Alessandro Casadei, Sreyoshi Bhaduri, Rohit Malshe +4
Modern operational systems ranging from logistics and cloud infrastructure to industrial IoT, are governed by complex, interdependent processes. Understanding how interventions pro…
Chatbots for Robotic Process Automation: Investigating Perceived Trust and User Satisfaction
Alessandro Casadei, Stephan Schlögl, Markus Bergmann
Driven by ongoing improvements in machine learning, chatbots have increasingly grown from experimental interface prototypes to reliable and robust tools for process automation. Bui…