Continual Deep Reinforcement Learning to Prevent Catastrophic Forgetting in Jamming Mitigation

被引:0
|
作者
Davaslioglu, Kemal [1 ]
Kompella, Sastry [1 ]
Erpek, Tugba [1 ]
Sagduyu, Yalin E. [1 ]
机构
[1] Nexcepta, Gaithersburg,MD, United States
来源
关键词
1101.2; -; 1101.2.1; 716; Telecommunication; Radar; Radio and Television;
D O I
暂无
中图分类号
学科分类号
摘要
Deep reinforcement learning
引用
收藏
相关论文
共 50 条
  • [41] Continual deep reinforcement learning with task-agnostic policy distillation
    Hafez, Muhammad Burhan
    Erekmen, Kerim
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [42] Cognitive Radio Jamming Mitigation using Markov Decision Process and Reinforcement Learning
    Slimeni, Feten
    Scheers, Bart
    Chtourou, Zied
    Le Nir, Vincent
    Attia, Rabah
    INTERNATIONAL CONFERENCE ON ADVANCED WIRELESS INFORMATION AND COMMUNICATION TECHNOLOGIES (AWICT 2015), 2015, 73 : 199 - 208
  • [43] Deep Reinforcement Learning amidst Continual Structured Non-Stationarity
    Xie, Annie
    Harrison, James
    Finn, Chelsea
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139, 2021, 139
  • [44] Overcoming Catastrophic Forgetting in Continual Fine-Grained Urban Flow Inference
    Xu, Xovee
    Zhong, Ting
    Yu, Haoyang
    Zhou, Fan
    Trajcevski, Goce
    ACM TRANSACTIONS ON SPATIAL ALGORITHMS AND SYSTEMS, 2024, 10 (04)
  • [45] Continual Deep Reinforcement Learning with Task-Agnostic Policy Distillation
    Hafez, Muhammad Burhan
    Erekmen, Kerim
    arXiv,
  • [46] Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic Interference
    Mundt, Martin
    Pliushch, Iuliia
    Ramesh, Visvanathan
    2021 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, CVPRW 2021, 2021, : 3518 - 3527
  • [47] Automated Saturation Mitigation Controlled by Deep Reinforcement Learning
    Aguas, Elkin
    Lambert, Anthony
    Blanc, Gregory
    Debar, Herve
    2020 IEEE 28TH INTERNATIONAL CONFERENCE ON NETWORK PROTOCOLS (IEEE ICNP 2020), 2020,
  • [48] Intelligent Anti-jamming based on Deep Reinforcement Learning and Transfer Learning
    Janiar, Siavash Barqi
    Wang, Ping
    IEEE Transactions on Vehicular Technology, 1600, (1-10):
  • [49] Intelligent Anti-Jamming Based on Deep Reinforcement Learning and Transfer Learning
    Janiar, Siavash Barqi
    Wang, Ping
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 73 (06) : 8825 - 8834
  • [50] Deep Learning-Assisted Jamming Mitigation with Movable Antenna Array
    Tang, Xiao
    Jiang, Yudan
    Liu, Jinxin
    Du, Qinghe
    Niyato, Dusit
    Han, Zhu
    arXiv,