Deep Reinforcement Learning for Simultaneous Sensing and Channel Access in Cognitive Networks
Author:
Affiliation:
1. Samsung Israel R&D Center, Tel Aviv-Yafo, Israel
2. School of Electrical and Computer Engineering, Ben-Gurion University of Negev, Be’er-Sheva, Israel
Funder
Israel Science Foundation
5G WIN Consortium
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Applied Mathematics,Electrical and Electronic Engineering,Computer Science Applications
Link
http://xplorestaging.ieee.org/ielx7/7693/10178701/10005244.pdf?arnumber=10005244
Reference54 articles.
1. Distributed learning over Markovian fading channels for stable spectrum access;gafni;arXiv 2101 11292,2021
2. Learning in Restless Multiarmed Bandits via Adaptive Arm Sequencing Rules
3. Q-learning
4. Link Level Performance Assessment of Reliability-Based HARQ Schemes in LTE
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