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欢迎提交未收录的代码

Open yshenaw opened this issue 4 years ago • 73 comments

如果你知道一些相关的开源论文,但不在此列表中,非常欢迎添加在此issue当中,感谢为开源社区贡献一份力量

yshenaw avatar Dec 23 '20 07:12 yshenaw

L. Huang, S. Bi, and Y. J. Zhang, “Deep reinforcement learning for online computation offloading in wireless powered mobile-edge computing networks,” IEEE Trans. Mobile Compt., vol. 19, no. 11, pp. 2581-2593, November 2020.

https://github.com/revenol/DROO

revenol avatar Feb 20 '21 12:02 revenol

J. Wang, J.Hu, G. Min, A. Y. Zomaya, and N. Georgalas, “Fast Adaptive Computation Offloading in Edge Computing based on Meta Reinforcement Learning“. IEEE Transactions on Parallel and Distributed Systems, vol. 32, no. 1, pp. 242--253, 2021.

https://arxiv.org/abs/2008.02033

https://github.com/linkpark/metarl-offloading

linkpark avatar Mar 16 '21 20:03 linkpark

建议在表格的每一行前添加序号 方便大家知道最近添加的是哪些论文代码

Azhe9510 avatar Apr 08 '21 07:04 Azhe9510

建议在表格的每一行前添加序号 方便大家知道最近添加的是哪些论文代码

一般最前面的就是新添加的,但是不能保证新添加论文发表的时间也是最新的。

zhuwenxing avatar Apr 11 '21 05:04 zhuwenxing

K. Pratik, B. D. Rao, and M. Welling, “RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection,” IEEE Trans. Signal Process., vol. 69, pp. 459–473, 2021.

https://arxiv.org/abs/2007.00140

https://github.com/krpratik/RE-MIMO

STARainZ avatar Apr 20 '21 00:04 STARainZ

F. B. Mismar, A. Alammouri, A. Alkhateeb, J. G. Andrews, and B. L. Evans, “Deep Learning Predictive Band Switching in Wireless Networks,” IEEE Transactions on Wireless Communications, vol. 20, no. 1, pp. 96–109, Jan. 2021, doi: 10.1109/TWC.2020.3023397.

https://ieeexplore.ieee.org/abstract/document/9199558

https://github.com/farismismar/Bandswitch-DeepMIMO

tesiawang avatar Apr 29 '21 02:04 tesiawang

H. Chang, H. Song, Y. Yi, J. Zhang, H. He and L. Liu, "Distributive Dynamic Spectrum Access Through Deep Reinforcement Learning: A Reservoir Computing-Based Approach," in IEEE Internet of Things Journal, vol. 6, no. 2, pp. 1938-1948, April 2019, doi: 10.1109/JIOT.2018.2872441.

https://ieeexplore.ieee.org/document/8474348 https://github.com/haohsuan2918/DQN_RC_DSA_IOT2019

tanxiangtj avatar May 13 '21 14:05 tanxiangtj

https://mlc.committees.comsoc.org/papers-with-code/

tanxiangtj avatar May 13 '21 14:05 tanxiangtj

Suzhi Bi, Liang Huang, Hui Wang, and Ying-Jun Angela Zhang, "Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks," IEEE Transactions on Wireless Communications, 2021, doi:10.1109/TWC.2021.3085319.

https://ieeexplore.ieee.org/document/9449944 https://github.com/revenol/LyDROO

revenol avatar Jun 22 '21 14:06 revenol

H. He, C. Wen, S. Jin, and G. Y. Li, “Model-driven deep learning for MIMO detection,” IEEE Trans. Signal Process., vol. 68, pp. 1702–1715, Feb. 2020.

https://ieeexplore.ieee.org/document/9018199/ https://github.com/hehengtao/OAMP-Net

STARainZ avatar Jul 22 '21 08:07 STARainZ

J. Choi, Y. Cho, B. L. Evans and A. Gatherer, "Robust Learning-Based ML Detection for Massive MIMO Systems with One-Bit Quantized Signals," 2019 IEEE Global Communications Conference (GLOBECOM), 2019, pp. 1-6, doi: 10.1109/GLOBECOM38437.2019.9013332.

https://github.com/Yunseong-Cho/LearningML

silentsaber avatar Sep 02 '21 07:09 silentsaber

Lee M, Yu G, Li G Y. Graph Embedding-Based Wireless Link Scheduling With Few Training Samples[J]. IEEE Transactions on Wireless Communications, 2020, 20(4): 2282-2294.

https://github.com/mengyuan-lee/graph_embedding_link_scheduling

xiangli-bjtu avatar Nov 05 '21 01:11 xiangli-bjtu

Rui Li, Ondrej Bohdal, Rajesh K. Mishra, Hyeji Kim, Da Li, Nicholas Donald Lane, and Timothy Hospedales. "A Channel Coding Benchmark for Meta-Learning." NeurIPS 2021 Datasets and Benchmarks Track

https://openreview.net/forum?id=DjzPaX8AT0z https://github.com/ruihuili/MetaCC

ruihuili avatar Nov 05 '21 19:11 ruihuili

J. Wang, J.Hu, G. Min, W. Zhan, A. Y. Zomaya, and N. Georgalas, "Dependent Task Offloading for Edge Computing based on Deep Reinforcement Learning." IEEE Transactions on Computers, 2021.

https://ieeexplore.ieee.org/abstract/document/9627763 https://github.com/linkpark/RLTaskOffloading

linkpark avatar Dec 05 '21 02:12 linkpark

Q. Hu, Y. Liu, Y. Cai, G. Yu, and Z. Ding, “Joint deep reinforcement learning and unfolding: Beam selection and precoding for mmWave multiuser MIMO with lens arrays,” IEEE J. Sel. Areas Commun., vol. 39, no. 8, pp. 2289–2304, Jun. 2021.

https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9448095 https://github.com/hqyyqh888/DDQN_BeamSelection

hqyyqh888 avatar Dec 14 '21 16:12 hqyyqh888

您好,您的来信我已收到。

linkpark avatar Dec 14 '21 16:12 linkpark

S. Wang, S. Bi and Y. -J. A. Zhang, "Deep Reinforcement Learning with Communication Transformer for Adaptive Live Streaming in Wireless Edge Networks," in IEEE Journal on Selected Areas in Communications, doi: 10.1109/JSAC.2021.3126062.

https://ieeexplore.ieee.org/document/9605672 https://github.com/wsyCUHK/SACCT

wsyCUHK avatar Dec 15 '21 04:12 wsyCUHK

H. Lu, M. Jiang and J. Cheng, "Deep Learning Aided Robust Joint Channel Classification, Channel Estimation, and Signal Detection for Underwater Optical Communication," in IEEE Transactions on Communications, vol. 69, no. 4, pp. 2290-2303, April 2021, doi: 10.1109/TCOMM.2020.3046659.

https://ieeexplore.ieee.org/document/9302692 https://github.com/Huaiyin-Lu/UWOC-JCCESD

silentsaber avatar Mar 21 '22 06:03 silentsaber

邮件已经收到,谢谢,祝好~!

liyiq5 avatar Mar 21 '22 06:03 liyiq5

你好,你的邮件已经收到,谢谢。

Charlie258 avatar Mar 21 '22 06:03 Charlie258

Z. He, L. Wang, H. Ye, G. Y. Li and B. -H. F. Juang, "Resource Allocation based on Graph Neural Networks in Vehicular Communications," GLOBECOM 2020 - 2020 IEEE Global Communications Conference, 2020, pp. 1-5, doi: 10.1109/GLOBECOM42002.2020.9322537.

https://github.com/Coolzyh/Globecom2020-ResourceAllocationGNN

DrizzlingVoid avatar Apr 05 '22 10:04 DrizzlingVoid

你好,你的邮件已经收到,谢谢。

Charlie258 avatar Apr 05 '22 10:04 Charlie258

邮件已经收到,谢谢,祝好~!

liyiq5 avatar Apr 05 '22 10:04 liyiq5

群人数超过200,进不去了。

qingshuangyixia avatar May 08 '22 09:05 qingshuangyixia

邮件已经收到,谢谢,祝好~!

liyiq5 avatar May 08 '22 09:05 liyiq5

你好,你的邮件已经收到,谢谢。

Charlie258 avatar May 08 '22 09:05 Charlie258

Wang, J., Hu, J., Min, G., Ni, Q., & El-Ghazawi, T. (2022). Online Service Migration in Mobile Edge with Incomplete System Information: A Deep Recurrent Actor-Critic Learning Approach. IEEE Transactions on Mobile Computing.

https://ieeexplore.ieee.org/document/9853218 https://github.com/linkpark/pomdp-service-migration

linkpark avatar Aug 17 '22 14:08 linkpark

邮件已经收到,谢谢,祝好~!

liyiq5 avatar Aug 17 '22 14:08 liyiq5

你好,你的邮件已经收到,谢谢。

Charlie258 avatar Aug 17 '22 14:08 Charlie258

L. Zhang, J. Tan, Y. -C. Liang, G. Feng and D. Niyato, "Deep Reinforcement Learning-Based Modulation and Coding Scheme Selection in Cognitive Heterogeneous Networks," in IEEE Transactions on Wireless Communications, vol. 18, no. 6, pp. 3281-3294, June 2019, doi: 10.1109/TWC.2019.2912754.

url:https://ieeexplore.ieee.org/document/8703432

Msixram avatar Sep 06 '22 02:09 Msixram