… WSN QoS routing protocols … QoS routing protocol in WSNs using reinforcement learning.
We compare the network performance of our proposed protocol with three other protocols (QoS-…

… RL-QRP, a reinforcement learning based routing protocol with QoS support for biomedical
… compute QoS routes using a distributed Q-learning algorithm which can find optimal routing …

… In this process, if an attack occurs on the data layer, the traditional routing protocol is usually
… Therefore, we propose the QoSaware security routing protocol DQSP. It guides behaviors …

… the issue of route selection subject to QoS constraint in Wireless … QoS routing algorithm for
multimedia traffic over Manets. Our scheme uses reinforcement learning techniques in routing …

… Additionally, we also exploit the machine learning and reinforcement learning (RL) … routing
algorithm. There are existing research works that apply machine learning to SDN routing …

… based QoS Routing Protocol) – It is a routing protocol with QoS support in WSNs [55].
Local information is exchanged between neighbors through beaconing. The distinctive …

… reinforcement learning (DRL) in the context of routing. By adopting convolutional neural
networks, the proposed mechanism is able to learn … provide a better routing configurations. The …

… solution as an EQS route. To tackle this problem, we design a new deep reinforcement
learning model which supports the DRQR protocol to establish EQS routes in real time by offline …

… routing protocol for SDN based on RL. Whereas, Lin et al. [7] introduce a RL-based QoS-aware
adaptive routing in … [8] proposed a RL-driven QoS-aware routing algorithm to detect and …

… QoS-guaranteed intelligent routing algorithm in this paper for WMN with heavy traffic load
using reinforcement learning … for the Q-Learning algorithm to choose a route so that the packet …