The applicability of reinforcement learning methods in the development of industry 4.0 applications
Reinforcement learning (RL) methods can successfully solve complex optimization
problems. Our article gives a systematic overview of major types of RL methods, their …
problems. Our article gives a systematic overview of major types of RL methods, their …
Heterogeneous IoT/LTE ProSe virtual infrastructure for disaster situations
Natural disasters of any kind can have catastrophic consequences for properties,
infrastructure, and human lives. During large-scale calamities, two common problems are …
infrastructure, and human lives. During large-scale calamities, two common problems are …
Resource allocation for joint energy and spectral efficiency in cloud radio access network based on deep reinforcement learning
The rapid increase of user data traffic demand has promoted the telecommunication sector
toward adopting a new generation, that is, fifth‐generation (5G). Cloud radio access network …
toward adopting a new generation, that is, fifth‐generation (5G). Cloud radio access network …
Internet of things for smart community solutions
The term IoT (Internet of Things) constitutes the quickly developing advanced gadgets with
highest computing power with in a constrained VLSI design space. It is called things on the …
highest computing power with in a constrained VLSI design space. It is called things on the …
Latency and energy efficient bio-inspired conic optimized and distributed Q learning for D2D communication in 5G
S Varadala, SE Roslin - IETE Journal of Research, 2023 - Taylor & Francis
The next-generation communication, ie fifth generation (5G), will be manifesting the
advertisers in near future. The Device to Device communication would be a proportion of 5G …
advertisers in near future. The Device to Device communication would be a proportion of 5G …
Development of deep reinforcement learning based resource allocation techniques in cloud radio access network
I Amjad - 2022 - eprints.utar.edu.my
Nextgeneration networks are envisioned to support management to maximize the user s'
dynamic and agile network quality of service (QoS). Cloud radio access network (CRAN) …
dynamic and agile network quality of service (QoS). Cloud radio access network (CRAN) …