DeepPlace: Deep reinforcement learning for adaptive flow rule placement in Software-Defined IoT Networks

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8

Continuous control with deep reinforcement learning

Timothy Lillicrap, Jonathan J. Hunt, Alexander Pritzel et al. · arXiv (Cornell University) · 2016 · 6.8K citations · Full text

Computing, Computer Science, Physics +17

A Survey of Software-Defined Networking: Past, Present, and Future of Programmable Networks

Bruno A. A. Nunes, Marc S. Mendonca, Xuan-Nam Nguyen et al. · IEEE Communications Surveys & Tutorials · 2014 · 2.2K citations · Full text

Computing, Computer Science, Information Technology +14

Applications of Deep Reinforcement Learning in Communications and Networking: A Survey

Nguyen Cong Luong, Dinh Thai Hoang, Shimin Gong et al. · IEEE Communications Surveys & Tutorials · 2019 · 2K citations

Computing, Autonomous Systems, Computer Science +15

The Internet Topology Zoo

Simon Knight, Hung Nguyen, Nickolas Falkner et al. · IEEE Journal on Selected Areas in Communications · 2011 · 1.7K citations

Computing, Computer Science, Computer Networks +12