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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
idle slots
biblio
Reinforcement Learning with Budget-Constrained Nonparametric Function Approximation for Opportunistic Spectrum Access
Submitted by grigby1 on Wed, 12/02/2020 - 1:54pm
learning (artificial intelligence)
telecommunication congestion control
state spaces
single-channel carrier-sense multiple-access
Scalability
Resiliency
resilience
reinforcement learning-based radio
Reinforcement learning
Receivers
radio spectrum management
Radio frequency
pubcrawl
opportunistic spectrum access
multichannel adversarial radio
Acceleration
kernel-based reinforcement learning approach
Kernel Method
Kernel
intrinsic state-action space
idle slots
function approximation
Dictionaries
coupled congestion control
congested bands
cognitive radio
channel access actions
carrier sense multiple access
budget-constrained sparsification technique
budget-constrained nonparametric function approximation
