Reinforcement Learning-Enabled Cross-Layer Optimization for Low-Power and Lossy Networks under Heterogeneous Traffic Patterns

by Arslan Musaddiq, Zulqar Nain, Yazdan Ahmad Qadri, Rashid Ali, Sung Won Kim
Published 2020-07-01

RIATA: A Reinforcement Learning-Based Intelligent Routing Update Scheme for Future Generation IoT Networks

by Zulqar Nain, Arslan Musaddiq, Yazdan Ahmad Qadri, Ali Nauman, Muhammad Khalil Afzal, Sung Won Kim
Published 2021-01-01

Q-learning-enabled channel access in next-generation dense wireless networks for IoT-based eHealth systems

by Rashid Ali, Yazdan Ahmad Qadri, Yousaf Bin Zikria, Tariq Umer, Byung-Seo Kim, Sung Won Kim
Published 2019-07-01

Multimedia Internet of Things: A Comprehensive Survey

by Ali Nauman, Yazdan Ahmad Qadri, Muhammad Amjad, Yousaf Bin Zikria, Muhammad Khalil Afzal, Sung Won Kim
Published 2020-01-01