5 citations · 6 across the 3 of their papers we have counts for
3 papers
Position Paper: Rethinking AI/ML for Air Interface in Wireless Networks
Georgios Kontes, Diomidis S. Michalopoulos, Birendra Ghimire +1
AI/ML research has predominantly been driven by domains such as computer vision, natural language processing, and video analysis. In contrast, the application of AI/ML to wireless…
5G Positioning Advancements with AI/ML
Mohammad Alawieh, Georgios Kontes
This paper provides a comprehensive review of AI/ML-based direct positioning within 5G systems, focusing on its potential in challenging scenarios and conditions where conventional…
Driver Dojo: A Benchmark for Generalizable Reinforcement Learning for Autonomous Driving
Sebastian Rietsch, Shih-Yuan Huang, Georgios Kontes +2
Reinforcement learning (RL) has shown to reach super human-level performance across a wide range of tasks. However, unlike supervised machine learning, learning strategies that gen…