Network Topology Optimization via Deep Reinforcement Learning
Author:
Affiliation:
1. Institute for Interdisciplinary Information Sciences (IIIS), Tsinghua University, Beijing, China
2. China Mobile Research Institute, Beijing, China
Funder
Technology and Innovation Major Project of the Ministry of Science and Technology of China
Tsinghua University Initiative Scientific Research Program
Tsinghua Precision Medicine Foundation
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/26/10128759/10045737.pdf?arnumber=10045737
Reference27 articles.
1. Pointer networks;vinyals;Proc Adv Neural Inf Process Syst,2015
2. An Overview on the Application of Graph Neural Networks in Wireless Networks
3. Reinforcement learning for integer programming: Learning to cut;tang;Proc Int Conf Mach Learn,2020
4. Network planning with deep reinforcement learning
5. A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems
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