Deep Reinforcement Learning for Resource Constrained Multiclass Scheduling in Wireless Networks

被引:1
|
作者
Avranas, Apostolos [1 ]
Ciblat, Philippe [2 ]
Kountouris, Marios [3 ]
机构
[1] Amadeus SAS, Sophia Antipolis,06902, France
[2] Institut Polytechnique de Paris, Laboratoire de Traitement et Communication de l'Information (LTCI), Télécom Paris, Palaiseau,91120, France
[3] EURECOM, Communication Systems Department, Sophia Antipolis,06904, France
关键词
Compendex;
D O I
10.1109/TMLCN.2023.3314705
中图分类号
学科分类号
摘要
Reinforcement learning
引用
收藏
页码:225 / 241
相关论文
共 50 条
  • [31] Deep reinforcement learning for application scheduling in resource-constrained, multi-tenant serverless computing environments
    Mampage, Anupama
    Karunasekera, Shanika
    Buyya, Rajkumar
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2023, 143 : 277 - 292
  • [32] Constrained EV Charging Scheduling Based on Safe Deep Reinforcement Learning
    Li, Hepeng
    Wan, Zhiqiang
    He, Haibo
    IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (03) : 2427 - 2439
  • [33] Reinforcement Learning for Resource Constrained Project Scheduling Problem with Activity Iterations and Crashing
    Sung, Inkyung
    Choi, Bongjun
    Nielsen, Peter
    IFAC PAPERSONLINE, 2020, 53 (02): : 10493 - 10497
  • [34] Deep-Reinforcement-Learning-Based Scheduling with Contiguous Resource Allocation for Next-Generation Wireless Systems
    Sun, Shu
    Li, Xiaofeng
    INTELLIGENT COMPUTING, VOL 2, 2021, 284 : 648 - 660
  • [35] Deep Learning Based Resource Assignment for Wireless Networks
    Kim, Minseok
    Lee, Hoon
    Lee, Hongju
    Lee, Inkyu
    IEEE COMMUNICATIONS LETTERS, 2021, 25 (12) : 3888 - 3892
  • [36] Smart Scheduling Based on Deep Reinforcement Learning for Cellular Networks
    Wang, Jian
    Xu, Chen
    Li, Rong
    Ge, Yiqun
    Wang, Jun
    2021 IEEE 32ND ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2021,
  • [37] Resource Scheduling for Offline Cloud Computing Using Deep Reinforcement Learning
    El-Boghdadi, Hatem M.
    Ramadan, Rabie A.
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2019, 19 (04): : 54 - 60
  • [38] Deep reinforcement learning for wireless sensor scheduling in cyber–physical systems
    Faculty of Computer Science, Electrical Engineering and Mathematics, Paderborn University, Paderborn, Germany
    不详
    Automatica, 2020,
  • [39] Model-Assisted Deep Reinforcement Learning for Dynamic Wireless Scheduling
    Anand, Arjun
    Balakrishnan, Ravikumar
    Somayazulu, V. Srinivasa
    Vannithamby, Rath
    2020 54TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, 2020, : 1200 - 1203
  • [40] Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning
    Xu, Chen
    Wang, Jian
    Yu, Tianhang
    Kong, Chuili
    Huangfu, Yourui
    Li, Rong
    Ge, Yiqun
    Wang, Jun
    2020 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2020,