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Reinforcement Learning for Channel Coding: Learned Bit-Flipping Decoding
v1v2 (latest)

Reinforcement Learning for Channel Coding: Learned Bit-Flipping Decoding

Allerton Conference on Communication, Control, and Computing (Allerton), 2019
11 June 2019
Fabrizio Carpi
Christian Hager
M. Martalò
R. Raheli
H. Pfister
ArXiv (abs)PDFHTML

Papers citing "Reinforcement Learning for Channel Coding: Learned Bit-Flipping Decoding"

11 / 11 papers shown
Action-List Reinforcement Learning Syndrome Decoding for Binary Linear Block Codes
Action-List Reinforcement Learning Syndrome Decoding for Binary Linear Block Codes
Milad Taghipour
Bane Vasic
123
2
0
23 Jul 2025
Online Optimization for Learning to Communicate over Time-Correlated Channels
Online Optimization for Learning to Communicate over Time-Correlated ChannelsIEEE Transactions on Cognitive Communications and Networking (IEEE TCCN), 2024
Zheshun Wu
Junfan Li
Zenglin Xu
Sumei Sun
Jie Liu
412
0
0
01 Sep 2024
GRACE: Loss-Resilient Real-Time Video through Neural Codecs
GRACE: Loss-Resilient Real-Time Video through Neural CodecsSymposium on Networked Systems Design and Implementation (NSDI), 2023
Yihua Cheng
Ziyi Zhang
Han-Chiang Li
Anton Arapin
Yue Zhang
...
Xu Zhang
Francis Y. Yan
Amrita Mazumdar
Nick Feamster
Junchen Jiang
371
29
0
21 May 2023
RELDEC: Reinforcement Learning-Based Decoding of Moderate Length LDPC
  Codes
RELDEC: Reinforcement Learning-Based Decoding of Moderate Length LDPC CodesIEEE Transactions on Communications (IEEE Trans. Commun.), 2021
Salman Habib
Allison Beemer
Joerg Kliewer
326
7
0
27 Dec 2021
KO codes: Inventing Nonlinear Encoding and Decoding for Reliable
  Wireless Communication via Deep-learning
KO codes: Inventing Nonlinear Encoding and Decoding for Reliable Wireless Communication via Deep-learningInternational Conference on Machine Learning (ICML), 2021
Ashok Vardhan Makkuva
Xiyang Liu
Mohammad Vahid Jamali
Hessam Mahdavifar
Sewoong Oh
Pramod Viswanath
194
47
0
29 Aug 2021
Reinforcement Learning-powered Semantic Communication via Semantic
  Similarity
Reinforcement Learning-powered Semantic Communication via Semantic Similarity
Kun Lu
Rongpeng Li
Xianfu Chen
Zhifeng Zhao
Honggang Zhang
158
57
0
27 Aug 2021
Improving the List Decoding Version of the Cyclically Equivariant Neural
  Decoder
Improving the List Decoding Version of the Cyclically Equivariant Neural Decoder
Xiangyu Chen
Min Ye
170
4
0
15 Jun 2021
Cyclically Equivariant Neural Decoders for Cyclic Codes
Cyclically Equivariant Neural Decoders for Cyclic CodesInternational Conference on Machine Learning (ICML), 2021
Xiangyu Chen
Min Ye
132
25
0
12 May 2021
Autoregressive Belief Propagation for Decoding Block Codes
Autoregressive Belief Propagation for Decoding Block Codes
Eliya Nachmani
Lior Wolf
233
22
0
23 Jan 2021
The Next Decade of Telecommunications Artificial Intelligence
The Next Decade of Telecommunications Artificial Intelligence
Ouyang Ye
Lilei Wang
Aidong Yang
Le Su
David Belanger
Tongqing Gao
Leping Wei
Yaqin Zhang
307
25
0
19 Jan 2021
Deepcode: Feedback Codes via Deep Learning
Deepcode: Feedback Codes via Deep LearningIEEE Journal on Selected Areas in Information Theory (JSAIT), 2018
Hyeji Kim
Yihan Jiang
Sreeram Kannan
Sewoong Oh
Pramod Viswanath
129
160
0
02 Jul 2018
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