Researcher profile
Georgios C. Chasparis
2 papers in the PaperMetrix corpus
Publications
Papers by this author
-
Automated Knowledge Graph Learning in Industrial Processes
2025 · Procedia Computer Science
Industrial processes generate vast amounts of time series data, yet extracting meaningful relationships and insights remains challenging. Knowledge graphs allow to uniquely store and present information, enabling novel capabilities for identifying clusters, temporal relationships, and …
-
Specialized Deep Residual Policy Reinforcement Learning Framework for Safe and Adaptive Continuous Control
2026 · IET Control Theory and Applications
ABSTRACT Traditional controllers have limitations as they rely on prior knowledge about the physics of the problem, require modelling of dynamics, and struggle to adapt to abnormal situations. Deep reinforcement learning (DRL) offers a promising …