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Deep Reinforcement Learning Paradigm for Performance Optimization of Channel Observation-Based MAC Protocols in Dense WLANs.
Rashid Ali
Nurullah Shahin
Yousaf Bin Zikria
Byung-Seo Kim
Sung Won Kim
Published in:
IEEE Access (2019)
Keyphrases
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reinforcement learning
optimization problems
optimization algorithm
multi channel
wireless networks
coding scheme
function approximation
communication channels
model free
learning algorithm
optimization method
optimal control
wireless channels