Evolutionary Deep Reinforcement Learning for Dynamic Slice Management in O-RAN
Author:
Affiliation:
1. University of Colorado,Department of Electrical and Computer Engineering,Colorado Springs,CO,USA
2. Clemson University,Department of Electrical and Computer Engineering,Clemson,SC,USA
Funder
Air Force Office of Scientific Research
National Science Foundation
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10008390/10008474/10008614.pdf?arnumber=10008614
Reference18 articles.
1. On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network
2. Intelligent o-ran for beyond 5G and 6G wireless networks;niknam;arXiv preprint arXiv 2005 08068,2020
3. Intelligence and Learning in O-RAN for Data-Driven NextG Cellular Networks
4. ColO-RAN: Developing Machine Learning-based xApps for Open RAN Closed-loop Control on Programmable Experimental Platforms
5. Predictive Closed-Loop Service Automation in O-RAN Based Network Slicing
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