Model-free learning of optimal deterministic resource allocations in wireless systems via action-space exploration

H Hashmi, DS Kalogerias - 2021 IEEE 31st International …, 2021 - ieeexplore.ieee.org
Wireless systems resource allocation refers to perpetual and challenging nonconvex
constrained optimization tasks, which are especially timely in modern communications and …

[PDF][PDF] MODEL-FREE LEARNING OF OPTIMAL DETERMINISTIC RESOURCE ALLOCATIONS IN WIRELESS SYSTEMS VIA ACTION-SPACE EXPLORATION

H Hashmi, DS Kalogerias - dkalogerias.org
Wireless systems resource allocation refers to perpetual and challenging nonconvex
constrained optimization tasks, which are especially timely in modern communications and …

Model-Free Learning of Optimal Deterministic Resource Allocations in Wireless Systems via Action-Space Exploration

H Hashmi, DS Kalogerias - arXiv e-prints, 2021 - ui.adsabs.harvard.edu
Wireless systems resource allocation refers to perpetual and challenging nonconvex
constrained optimization tasks, which are especially timely in modern communications and …

[PDF][PDF] MODEL-FREE LEARNING OF OPTIMAL DETERMINISTIC RESOURCE ALLOCATIONS IN WIRELESS SYSTEMS VIA ACTION-SPACE EXPLORATION

H Hashmi, DS Kalogerias - researchgate.net
Wireless systems resource allocation refers to perpetual and challenging nonconvex
constrained optimization tasks, which are especially timely in modern communications and …

Model-Free Learning of Optimal Deterministic Resource Allocations in Wireless Systems via Action-Space Exploration

H Hashmi, DS Kalogerias - arXiv preprint arXiv:2108.10352, 2021 - arxiv.org
Wireless systems resource allocation refers to perpetual and challenging nonconvex
constrained optimization tasks, which are especially timely in modern communications and …