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A Constrained Deep Reinforcement Learning Framework for Beamforming Optimization With QoS Guarantees in RIS‐Assisted Symbiotic Radio Networks

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Published in:IET Communications
Format: Online Article RSS Article
Published: 2026
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container_title IET Communications
description
discipline_display Communications
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format Online Article
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institution FRELIP
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publishDate 2026
publishDateSort 2026
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spellingShingle A Constrained Deep Reinforcement Learning Framework for Beamforming Optimization With QoS Guarantees in RIS‐Assisted Symbiotic Radio Networks
Communications
General
Communications
sub_discipline_display General
sub_discipline_facet General
subject_display Communications
General
Communications
Communications
General
Communications
subject_facet Communications
General
Communications
title A Constrained Deep Reinforcement Learning Framework for Beamforming Optimization With QoS Guarantees in RIS‐Assisted Symbiotic Radio Networks
title_auth A Constrained Deep Reinforcement Learning Framework for Beamforming Optimization With QoS Guarantees in RIS‐Assisted Symbiotic Radio Networks
title_full A Constrained Deep Reinforcement Learning Framework for Beamforming Optimization With QoS Guarantees in RIS‐Assisted Symbiotic Radio Networks
title_fullStr A Constrained Deep Reinforcement Learning Framework for Beamforming Optimization With QoS Guarantees in RIS‐Assisted Symbiotic Radio Networks
title_full_unstemmed A Constrained Deep Reinforcement Learning Framework for Beamforming Optimization With QoS Guarantees in RIS‐Assisted Symbiotic Radio Networks
title_short A Constrained Deep Reinforcement Learning Framework for Beamforming Optimization With QoS Guarantees in RIS‐Assisted Symbiotic Radio Networks
title_sort a constrained deep reinforcement learning framework for beamforming optimization with qos guarantees in ris‐assisted symbiotic radio networks
topic Communications
General
Communications
url https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/cmu2.70171?af=R