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All Technical Committee Conferences (Searched in: All Years)
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Search Results: Conference Papers |
Conference Papers (Available on Advance Programs) (Sort by: Date Descending) |
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Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
SeMI |
2020-01-31 10:00 |
Kagawa |
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[Poster Presentation]
Sequential WLAN Channel Selection for Mitigating Performance Degradation of Factors Outside System Kazuki Ohtsu, Shotaro Kamiya, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura (Kyoto Univ.), Noriyasu Kato (Allied Telesis) SeMI2019-106 |
We propose a sequential channel allocation method based on multi-objective multi-armed bandit problems.
The proposed me... [more] |
SeMI2019-106 pp.41-42 |
MIKA (2nd) |
2019-10-03 11:15 |
Hokkaido |
Hokkaido Univ. |
[Poster Presentation]
Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs
-- Investigation of sampling method of replay buffer -- Kota Nakashima, Shotaro Kamiya, Ohtsu Kazuki, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura (Kyoto Univ.) |
We have proposed the deep reinforcement learning-based channel allocation approach for wireless area local networks to i... [more] |
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MIKA (2nd) |
2019-10-03 11:15 |
Hokkaido |
Hokkaido Univ. |
[Poster Presentation]
Improving Learning Efficiency of Graph-Based Reinforcement Learning for Wireless LAN Channel Selection Kazuki Ohtsu, Shotaro Kamiya, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura (Kyoto Univ.) |
This report proposes to improve learning efficiency with graph isomorphism for reinforcement learning-based wireless loc... [more] |
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ASN |
2019-01-28 14:40 |
Kagoshima |
Kyuukamura Ibusuki |
Deep Reinforcement Learning-Based Optimum Channel Control for Wireless LAN Kota Nakashima, Syotaro Kamiya, Kazuki Ohtsu, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura (Kyoto Univ.) ASN2018-80 |
This report proposes deep reinforcement learning-based channel selection method when access points (APs) are located den... [more] |
ASN2018-80 pp.13-18 |
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