… on traditional routing protocols. In this paper, we introduce a novel approach for routing in
SDN, called Reinforcement Learning and Software-Defined Networking for Intelligent Routing (…

… in developing routing algorithms for VANET. In this paper, we review reinforcement learning
and its characteristics and study how to use this technique for creating routing protocols in …

… proposes deep reinforcement learningbased routing (DRL-R… , and achieve an adaptive
intelligent routing. The experiment … x We propose a DRL based intelligent routing scheme for SD…

… However, the conventional routing schemes cannot learn from … paper proposes deep
reinforcement learning-based routing (DRL-… Secondly, we propose a routing scheme with …

… intelligent routing algorithm named RLLO. RLLO makes uses of the superiority of reinforcement
learning … This proposed algorithm has been compared with Energy Aware Routing (EAR) …

… only focus on intradomain routing, we could implement RLbased intelligent routing through
the central control plane with the global network view [11]. The agent is implemented in the …

… learning and reinforcement learning (RL) techniques to enable the intelligence in our proposed
routing … There are existing research works that apply machine learning to SDN routing …

… intelligent routing method proposed in this paper. In Section 4, the proposed intelligent
routing … the effectiveness of the SDN intelligent routing method through relevant experiments. …

… satellite network, this paper has proposed an intelligent decentralized routing algorithm.
The algorithm is based on the deep reinforcement learning theory, and only depends on the …

… intelligent routing algorithm in this paper for WMN with heavy traffic load using reinforcement
learning … We build a reward function for the Q-Learning algorithm to choose a route so that …