| Presentation | 2018-10-30 [Invited Talk] Deep Reinforcement Learning Applications in Telecommunications Cheng Zhang, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, the definition of deep reinforcement learning, and its difference with deep learning are introduced firstly, then the deep reinforcement learning application in telecommunications network research, specifically, in mobile data offloading is investigated. Finally, several possible research directions of deep reinforcement learning applications in telecommunications network research are identified. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | deep reinforcement learning / mobile data offloading / telecommunication network |
| Paper # | SR2018-91 |
| Date of Issue | 2018-10-23 (SR) |
| Conference Information | |
| Committee | SR |
|---|---|
| Conference Date | 2018/10/30(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Mandarin Hotel, Bangkok, Thailand |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | SmartCom2018 |
| Chair | Kenta Umebayashi(Tokyo Univ. of Agric. and Tech.) |
| Vice Chair | Masayuki Ariyoshi(NEC) / Suguru Kameda(Tohoku Univ.) |
| Secretary | Masayuki Ariyoshi(NICT) / Suguru Kameda(ATR) |
| Assistant | Gia Khanh Tran(Tokyo Inst. of Tech.) / Syusuke Narieda(Mie Univ.) / Koji Ohshima(Kozo Keikaku Engineering) / Mai Ohta(Fukuoka Univ.) / Teppei Oyama(Fujitsu Lab.) |
| Paper Information | |
| Registration To | Technical Committee on Smart Radio |
|---|---|
| Language | ENG-JTITLE |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Deep Reinforcement Learning Applications in Telecommunications |
| Sub Title (in English) | |
| Keyword(1) | deep reinforcement learning |
| Keyword(2) | mobile data offloading |
| Keyword(3) | telecommunication network |
| 1st Author's Name | Cheng Zhang |
| 1st Author's Affiliation | Waseda University(Waseda Univ.) |
| Date | 2018-10-30 |
| Paper # | SR2018-91 |
| Volume (vol) | vol.118 |
| Number (no) | SR-274 |
| Page | pp.pp.87-87(SR), |
| #Pages | 1 |
| Date of Issue | 2018-10-23 (SR) |