28 citations · 35 across the 4 of their papers we have counts for
4 papers · 1 filter
Safe RAN control: A Symbolic Reinforcement Learning Approach
Alexandros Nikou, Anusha Mujumdar, Vaishnavi Sundararajan +2
In this paper, we present a Symbolic Reinforcement Learning (SRL) based architecture for safety control of Radio Access Network (RAN) applications. In particular, we provide a pure…
Symbolic Reinforcement Learning for Safe RAN Control
Alexandros Nikou, Anusha Mujumdar, Marin Orlic +1
In this paper, we demonstrate a Symbolic Reinforcement Learning (SRL) architecture for safe control in Radio Access Network (RAN) applications. In our automated tool, a user can se…
Machine Reasoning Explainability
Kristijonas Cyras, Ramamurthy Badrinath, Swarup Kumar Mohalik +5
As a field of AI, Machine Reasoning (MR) uses largely symbolic means to formalize and emulate abstract reasoning. Studies in early MR have notably started inquiries into Explainabl…
A Framework for Knowledge Management and Automated Reasoning Applied on Intelligent Transport Systems
Aneta Vulgarakis Feljan, Athanasios Karapantelakis, Leonid Mokrushin +6
Cyber-Physical Systems in general, and Intelligent Transport Systems (ITS) in particular use heterogeneous data sources combined with problem solving expertise in order to make cri…