
Markov Decision Processes and Reinforcement Learning for Timely UAV-IoT Data Collection Applications
This book offers a structured exploration of how Markov Decision Processes (MDPs) and Deep Reinforcement Learning (DRL) can be used to model and optimize UAV-assisted Internet of Things (IoT) networks, with a focus on minimizing the Age of Information (AoI) during data collection.
- Kirjailija
- Oluwatosin Ahmed Amodu, Raja Azlina Raja Mahmood, Huda Althumali, Umar Ali Bukar, Nor Fadzilah Abdullah, Chedia Jarray
- ISBN
- 9783031970108
- Kieli
- englanti
- Paino
- 446 grammaa
- Julkaisupäivä
- 8.10.2025
- Kustantaja
- Springer International Publishing AG
- Sivumäärä
- 142