The future of safe BVLOS drone operations with respect to system and service engineering

E Politi, I Varlamis, K Tserpes, M Larsen… - … on Service-Oriented …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) have witnessed a dramatic increase in use over the last
20 years, gradually becoming popular tools for a variety of applications, while they …

Dynamic Navigation in Unconstrained Environments Using Reinforcement Learning Algorithms

C Chronis, G Anagnostopoulos, E Politi… - IEEE …, 2023 - ieeexplore.ieee.org
The potential for the use of drones in logistics and transportation is continuously growing,
with multiple applications both in urban and rural environments. The safe navigation of …

[HTML][HTML] Enabling Technologies for the Navigation and Communication of UAS Operating in the Context of BVLOS

E Politi, P Purucker, M Larsen, RJD Reis, RT Rajan… - Electronics, 2024 - mdpi.com
Unmanned Aerial Systems (UAS) have rapidly gained attraction in recent years as a
promising solution to revolutionize numerous applications and meet the growing demand for …

Path planning of autonomous UAVs using reinforcement learning

C Chronis, G Anagnostopoulos, E Politi… - Journal of Physics …, 2023 - iopscience.iop.org
Abstract Autonomous BVLOS Unmanned Aerial Vehicles (UAVs) are gradually gaining their
share in the drone market. Together with the demand for extended levels of autonomy …

Enhancing UAV Path Planning Efficiency through Adam-Optimized Deep Neural Networks for Area Coverage Missions

J Akshya, G Neelamegam, C Sureshkumar… - Procedia Computer …, 2024 - Elsevier
Abstract Efficient Unmanned Aerial Vehicle (UAV) trajectory generation is crucial for
successful area coverage missions, aiming to maximize coverage while minimizing resource …

[PDF][PDF] Transfer learning: applications in image and natural language data

Μ Μάμαλης - 2023 - researchgate.net
Transfer learning appears to be one of the most influential techniques used in machine
learning today with applications in nearly all state of the art models. From natural language …