Decoupling Offloading Decision and Resource Allocation via Deep Reinforcement Learning and Sequential Least Squares Programming

Zhihao Xuan, Guiyi Wei, Zhengwei Ni, Jifa Zhang. Decoupling Offloading Decision and Resource Allocation via Deep Reinforcement Learning and Sequential Least Squares Programming. In Honghao Gao, Pingyi Fan, Jun Wun, Xiaoping Xue 0002, Jun Yu, Yi Wang, editors, Communications and Networking - 15th EAI International Conference, ChinaCom 2020, Shanghai, China, November 20-21, 2020, Proceedings. Volume 352 of Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, pages 554-566, Springer, 2020. [doi]