I am pleased to announce that our paper "DeepEdge: A Deep Reinforcement Learning based Task Orchestrator for Edge Computing" has been published in the early access area of IEEE Transactions on Network Science and Engineering. In this paper, we developed a deep reinforcement learning based task orchestrator, DeepEdge, which learns to meet different task requirements without needing human interaction even under the heavily-loaded stochastic network conditions in terms of mobile users and applications. For more info: https://ieeexplore.ieee.org/document/9930655