Entropy-based Reinforcement Learning for computation offloading service in software-defined multi-access edge computing

Convergence of Edge Computing and Deep Learning: A Comprehensive Survey

Xiaofei Wang, Yiwen Han, Victor C. M. Leung et al. · IEEE Communications Surveys & Tutorials · 2020 · 1.4K citations · Full text

Computing, Cloud Computing, Computer Science +17

Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

IEEE Transactions on Mobile Computing · 2019 · 991 citations · Full text

Computing, Computer Science, Computer Systems +14

Optimized Computation Offloading Performance in Virtual Edge Computing Systems Via Deep Reinforcement Learning

Xianfu Chen, Honggang Zhang, Celimuge Wu et al. · IEEE Internet of Things Journal · 2018 · 688 citations

Computing, Computer Science, Computer Systems +16

Internet of Things in Smart Grid: Architecture, Applications, Services, Key Technologies, and Challenges

Alireza Ghasempour · Inventions · 2019 · 644 citations · Full text

Computing, Electrical Engineering, Information Technology +17

Software-Defined Networks with Mobile Edge Computing and Caching for Smart Cities: A Big Data Deep Reinforcement Learning Approach

Ying He, F. Richard Yu, Nan Zhao et al. · IEEE Communications Magazine · 2017 · 366 citations

Computing, Computer Systems, Information Technology +17