Presentation 2019-03-09
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Ichitaro Ogawa, Souichiro Yokoyama, Tomohisa Yamashita, Hidenori Kawamura, Akira Sakatoku, Tadashi Yanagihara, Takayuki Kurano, Tomohiko Ogishi, Hideaki Tanaka,
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Abstract(in English) In recent years, studies on actively controlling automatic driving vehicles are being conducted, and it is becoming realistic that autonomous driving cars are able to drive on public roads. Therefore, in this paper, we assume the environment where autonomous driving cars are driving on public roads, and acquire such a mutual concession that increases the traffic flow rate in the situation of intersections by using Deep Q-Network. Using the autonomous driving radio controlled cars, we verify the effect of mutual concession.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Deep Q-Network / Autonomous Driving
Paper # AI2018-59
Date of Issue 2019-03-02 (AI)

Conference Information
Committee AI / IPSJ-ICS / JSAI-KBS / JSAI-DOCMAS / JSAI-SAI
Conference Date 2019/3/7(4days)
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Chair Tsunenori Mine(Kyushu Univ.)
Vice Chair Daisuke Katagami(Tokyo Polytechnic Univ.) / Naoki Fukuta(Shizuoka Univ.)
Secretary Daisuke Katagami(Ritsumeikan Univ.) / Naoki Fukuta(Univ. of Electro-Comm.)
Assistant Yuko Sakurai(AIST)

Paper Information
Registration To Technical Committee on Artificial Intelligence and Knowledge-Based Processing / Special Interest Group on Intelligence and Complex Systems / Special Interest Group on Knowledge-Based Systems / Special Interest Group on Data Oriented Constructive Mining and Simulation / Special Interest Group on Society and Artificial Intelligence
Language JPN
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Sub Title (in English)
Keyword(1) Deep Q-Network
Keyword(2) Autonomous Driving
1st Author's Name Ichitaro Ogawa
1st Author's Affiliation Hokkaido University(Hokudai)
2nd Author's Name Souichiro Yokoyama
2nd Author's Affiliation Hokkaido University(Hokudai)
3rd Author's Name Tomohisa Yamashita
3rd Author's Affiliation Hokkaido University(Hokudai)
4th Author's Name Hidenori Kawamura
4th Author's Affiliation Hokkaido University(Hokudai)
5th Author's Name Akira Sakatoku
5th Author's Affiliation KDDI Research, Inc.(KDDIsouken)
6th Author's Name Tadashi Yanagihara
6th Author's Affiliation KDDI Research, Inc.(KDDIsouken)
7th Author's Name Takayuki Kurano
7th Author's Affiliation KDDI Research, Inc.(KDDIsouken)
8th Author's Name Tomohiko Ogishi
8th Author's Affiliation KDDI Research, Inc.(KDDIsouken)
9th Author's Name Hideaki Tanaka
9th Author's Affiliation KDDI Research, Inc.(KDDIsouken)
Date 2019-03-09
Paper # AI2018-59
Volume (vol) vol.118
Number (no) AI-492
Page pp.pp.37-42(AI),
#Pages 6
Date of Issue 2019-03-02 (AI)