Search Results for author: Athanasios Karapantelakis

Found 4 papers, 0 papers with code

Numeric Reward Machines

no code implementations30 Apr 2024 Kristina Levina, Nikolaos Pappas, Athanasios Karapantelakis, Aneta Vulgarakis Feljan, Jendrik Seipp

We compare our new approaches to a baseline reward machine in the Craft domain, where the numeric feature is the agent-to-target distance.

A Survey on the Integration of Generative AI for Critical Thinking in Mobile Networks

no code implementations10 Apr 2024 Athanasios Karapantelakis, Alexandros Nikou, Ajay Kattepur, Jean Martins, Leonid Mokrushin, Swarup Kumar Mohalik, Marin Orlic, Aneta Vulgarakis Feljan

Specifically, the aim of this study is to offer an introduction to the potential utilization of GenAI for critical thinking techniques in mobile networks, while also establishing a foundation for future research.

Decision Making

Using Large Language Models to Understand Telecom Standards

no code implementations2 Apr 2024 Athanasios Karapantelakis, Mukesh Thakur, Alexandros Nikou, Farnaz Moradi, Christian Orlog, Fitsum Gaim, Henrik Holm, Doumitrou Daniil Nimara, Vincent Huang

However, the volume and complexity of these standards has increased over time, thus complicating access to relevant information for vendors and service providers.

Question Answering

A Framework for Knowledge Management and Automated Reasoning Applied on Intelligent Transport Systems

no code implementations11 Jan 2017 Aneta Vulgarakis Feljan, Athanasios Karapantelakis, Leonid Mokrushin, Hongxin Liang, Rafia Inam, Elena Fersman, Carlos R. B. Azevedo, Klaus Raizer, Ricardo S. Souza

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 critical decisions that may lead to some form of actions e. g., driver notifications, change of traffic light signals and braking to prevent an accident.

Management

Cannot find the paper you are looking for? You can Submit a new open access paper.