Multi-Agent Deep Reinforcement Learning for Energy Efficient Multi-Hop STAR-RIS-Assisted Transmissions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liao, Pei-Hsiang, Shen, Li-Hsiang, Wu, Po-Chen, Feng, Kai-Ten
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Federated Deep Reinforcement Learning for Energy Efficient Multi-Functional RIS-Assisted Low-Earth Orbit Networks
by: Shen, Li-Hsiang, et al.
Published: (2025)

D-STAR: Dual Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surfaces for Joint Uplink/Downlink Transmission
by: Shen, Li-Hsiang, et al.
Published: (2023)

Energy Efficient Beamforming Training in Terahertz Communication Systems
by: Shen, Li-Hsiang, et al.
Published: (2024)

Multi-Functional RIS-Enabled in SAGIN for IoT: A Hybrid Deep Reinforcement Learning Approach with Compressed Twin-Models
by: Shen, Li-Hsiang, et al.
Published: (2025)

BTS: Bifold Teacher-Student in Semi-Supervised Learning for Indoor Two-Room Presence Detection Under Time-Varying CSI
by: Shen, Li-Hsiang, et al.
Published: (2022)

Aerial Multi-Functional RIS in Fluid Antennas-Aided Full-Duplex Networks: A Self-Optimized Hybrid Deep Reinforcement Learning Approach
by: Shen, Li-Hsiang, et al.
Published: (2026)

Green Learning for STAR-RIS mmWave Systems with Implicit CSI
by: Huang, Yu-Hsiang, et al.
Published: (2025)

6D Movable Metasurface (6DMM) in Downlink NOMA Transmissions
by: Shen, Li-Hsiang
Published: (2025)

Liquid Intelligent Metasurface for Fluid Antennas-Assisted Networks
by: Shen, Li-Hsiang
Published: (2025)

Sum Throughput Maximization in Multi-BD Symbiotic Radio NOMA Network Assisted by Active-STAR-RIS
by: Yeganeh, Rahman Saadat, et al.
Published: (2024)

Integrated Communication and Control for Energy-Efficient UAV Swarms: A Multi-Agent Reinforcement Learning Approach
by: Sun, Tianjiao, et al.
Published: (2025)

Joint Active and Passive Beamforming for Energy-Efficient STARS with Quantization and Element Selection in ISAC Systems
by: Shen, Li-Hsiang, et al.
Published: (2025)

STAR-RIS Assisted Wireless-Powered and Backscattering Mobile Edge Computing Networks
by: Lyu, Bin, et al.
Published: (2024)

RIS-Aided Fluid Antenna Array-Mounted UAV Networks
by: Shen, Li-Hsiang, et al.
Published: (2025)

Efficient Deep Learning-based Cascaded Channel Feedback in RIS-Assisted Communications
by: Cui, Yiming, et al.
Published: (2024)

Efficient Beamforming Optimization for STAR-RIS-Assisted Communications: A Gradient-Based Meta Learning Approach
by: Yang, Dongdong, et al.
Published: (2025)

Deep Reinforcement Learning for Hybrid RIS Assisted MIMO Communications
by: Tran, Phuong Nam, et al.
Published: (2026)

Deep Reinforcement Learning Based Routing for Heterogeneous Multi-Hop Wireless Networks
by: Kim, Brian, et al.
Published: (2025)

MARS: Message Passing for Antenna and RF Chain Selection for Hybrid Beamforming in MIMO Communication Systems
by: Shen, Li-Hsiang, et al.
Published: (2022)

Parametrized Sharing for Multi-Agent Hybrid DRL for Multiple Multi-Functional RISs-Aided Downlink NOMA Networks
by: Kuo, Chi-Te, et al.
Published: (2026)

Modeling and Design of RIS-Assisted Multi-cell Multi-band Networks with RSMA
by: Salem, Abdelhamid, et al.
Published: (2024)

Flexible Rate-Splitting for Joint Unicast and Multi-Group Multicast Transmission in RIS-Assisted mmWave Networks
by: Chen, Hui, et al.
Published: (2026)

Tertiary-Mode STAR-RIS for Secure NOMA: Integrating Transmission, Reflection, and Jamming
by: Nema, Mansi, et al.
Published: (2026)

Foundation Model-Aided Deep Reinforcement Learning for RIS-Assisted Wireless Communication
by: Ghassemi, Mohammad, et al.
Published: (2025)

Performance Evaluation of RIS-Assisted Spatial Modulation for Downlink Transmission
by: Zhu, Xusheng, et al.
Published: (2024)

Hardware-Efficient Cognitive Radar: Multi-Target Detection with RL-Driven Transmissive RIS
by: Umra, Adam, et al.
Published: (2025)

STAR-RIS-Assisted Full-Space Angle Estimation via Finite Rate of Innovation
by: Liu, Ziming, et al.
Published: (2026)

User Clustering for STAR-RIS Assisted Full-Duplex NOMA Communication Systems
by: Salem, Abdelhamid, et al.
Published: (2023)

Optimization for Reflection and Transmission Dual-Functional Active RIS-Assisted Systems
by: Ma, Yanan, et al.
Published: (2022)

Interference Mitigation in STAR-RIS-Aided Multi-User Networks with Statistical CSI
by: Adam, Abuzar B. M., et al.
Published: (2025)

RIS-Assisted Aerial Non-Terrestrial Networks: An Intelligent Synergy with Deep Reinforcement Learning
by: Umer, Muhammad, et al.
Published: (2024)

Active RIS-Assisted MIMO System for Vital Signs Extraction: ISAC Modeling, Deep Learning, and Prototype Measurements
by: Chian, De-Ming, et al.
Published: (2026)

Energy Efficient Design of Active STAR-RIS-Aided SWIPT Systems
by: Faramarzi, Sajad, et al.
Published: (2024)

STAR-RIS Assisted SWIPT Systems: Active or Passive?
by: Zhu, Guangyu, et al.
Published: (2024)

Fair Rate Maximization for Multi-User Multi-Cell MISO Communication Systems via Novel Transmissive RIS Transceiver
by: Guo, Yuan, et al.
Published: (2025)

SE and EE Tradeoff in Active STAR-RIS Assisted Systems With Hardware Impairments
by: Huang, Ao, et al.
Published: (2025)

STAR-RIS in Cognitive Radio Networks
by: Li, Haochen, et al.
Published: (2024)

Energy-Efficient STAR-RIS Enhanced UAV-Enabled MEC Networks with Bi-Directional Task Offloading
by: Xiao, Han, et al.
Published: (2024)

Deep Learning for Multi-Antenna Modulation Recognition of Radio Signals
by: Chen, Tao, et al.
Published: (2026)

Flexible Multi-Beam Synthesis and Directional Suppression Through Transmissive RIS
by: Xiong, Rujing, et al.
Published: (2024)