82 citations · 166 across the 43 of their papers we have counts for
3 papers · 2 filters
Output Feedback Reinforcement Learning with Parameter Optimisation for Temperature Control in a Material Extrusion Additive Manufacturing system
Eleni Zavrakli, Andrew Parnell, Subhrakanti Dey
With the rapid development of Additive Manufacturing (AM) comes an urgent need for advanced monitoring and control of the process. Many aspects of the AM process play a significant…
Data-driven Linear Quadratic Tracking based Temperature Control of a Big Area Additive Manufacturing System
Eleni Zavrakli, Andrew Parnell, Andrew Dickson +1
Designing efficient closed-loop control algorithms is a key issue in Additive Manufacturing (AM), as various aspects of the AM process require continuous monitoring and regulation,…
Network-GIANT: Fully distributed Newton-type optimization via harmonic Hessian consensus
Alessio Maritan, Ganesh Sharma, Luca Schenato +1
This paper considers the problem of distributed multi-agent learning, where the global aim is to minimize a sum of local objective (empirical loss) functions through local optimiza…