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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
 Results 1 - 9 of 9  /   
Committee Date Time Place Paper Title / Authors Abstract Paper #
NS 2024-05-09
13:50		 Mie Sinfonia Technology Hibiki Hall Ise
(Primary: On-site, Secondary: Online)		 [Encouragement Talk] Improvement and Evaluation of Combination Algorithm of Double DQN and Noisy Network to Reinforcement Learning for Automation of ICT System Design
Hiroyuki Hochigai (Sophia Univ.), Yutaka Yakuwa (NEC), Natsuki Okamura, Tianchen Zhou (Sophia Univ.), Takayuki Kuroda (NEC), Ikuko Eguchi Yairi (Sophia Univ.) 		(To be available after the conference date) [more]
NS 2024-05-09
14:15		 Mie Sinfonia Technology Hibiki Hall Ise
(Primary: On-site, Secondary: Online)		 [Encouragement Talk] Improvement on the Dueling Networks Architecture for GNN in the Deep Reinforcement Learning for the Automated ICT System Design
Tianchen Zhou (Sophia Univ.), Yutaka Yakuwa (NEC), Natsuki Okamura, Hiroyuki Hochigai (Sophia Univ.), Takayuki Kuroda (NEC), Ikuko E. Yairi (Sophia Univ.) 		(To be available after the conference date) [more]
LOIS, ICM 2024-01-26
15:30		 Nagasaki Nagasaki Prefectural Art Museum
(Primary: On-site, Secondary: Online)		 Proposal of scalable AI/ML technology for automated design of large information and communication systems
Yutaka Yakuwa, Takayuki Kuroda (NEC) ICM2023-43 LOIS2023-47		  [more] ICM2023-43 LOIS2023-47
pp.86-91
NS, RCS
(Joint)		 2023-12-14
16:25		 Fukuoka Kyushu Institute of Technology Tobata campus, and Online
(Primary: On-site, Secondary: Online)		 Implementation and evaluation of Double DQN and Noisy Network to Reinforcement learning for Automation of ICT System Design
Hiroyuki Hochigai (Sophia Univ.), Yutaka Yakuwa (NEC), Natsuki Okamura, Zhou Tianchen (Sophia Univ.), Takayuki Kuroda (NEC), Ikuko Eguchi Yairi (Sophia Univ.) NS2023-134		 This paper introduces an efficient reinforcement learning method for the ICT system design process. Since the state spac... [more] NS2023-134
pp.48-53
NS, RCS
(Joint)		 2023-12-14
16:50		 Fukuoka Kyushu Institute of Technology Tobata campus, and Online
(Primary: On-site, Secondary: Online)		 Dueling Networks Architecture in the Deep Reinforcement Learning for the Automated ICT System Design
Tianchen Zhou (Sophia Univ.), Yutaka Yakuwa (NEC), Natsuki Okamura, Hiroyuki Hochigai (Sophia Univ.), Takayuki Kuroda (NEC), Ikuko E. Yairi (Sophia Univ.) NS2023-135		 This paper presents a reinforcement learning based approach for the design of ICT systems. The automated ICT system desi... [more] NS2023-135
pp.54-59
IBISML 2022-12-22
16:35		 Kyoto Kyoto University
(Primary: On-site, Secondary: Online)		 Implementation and evaluation of Noisy Nets to Reinforcement learning of Automated Designing ICT System
Tianchen Zhou (Sophia Univ.), Yutaka Yakuwa (NEC), Natsuki Okamura (Sophia Univ.), Takayuki Kuroda (NEC), Ikuko E. Yairi (Sophia Univ.) IBISML2022-50		 This paper introduces a reinforcement learning method for the ICT system design process. Since the state space of the de... [more] IBISML2022-50
pp.46-53
NC, IBISML, IPSJ-BIO, IPSJ-MPS [detail] 2020-06-29
15:50		 Online Online Efficient Reinforcement learning for Automation of ICT System Design
Yutaka Yakuwa, Takashi Maruyama, Takuya Kuwahara, Takayuki Kuroda (NEC) NC2020-7 IBISML2020-7		  [more] NC2020-7 IBISML2020-7
pp.39-46
ICM 2019-03-08
16:00		 Okinawa   Accelerated Search for Search-Based Network Design Generation Scheme with Reinforcement Learning
Takashi Maruyama, Takuya Kuwahara, Yutaka Yakuwa, Takayuki Kuroda, Yoichi Sato (NEC) ICM2018-71		  [more] ICM2018-71
pp.123-128
IN, NV
(Joint)		 2013-07-19
15:15		 Hokkaido Hokkaido Univ. Faculty of Eng. Academic Lounge 3 Model Checking of OpenFlow Network with Abstraction of Packets Based on Symbolic Execution
Yutaka Yakuwa, Nobuyuki Tomizawa, Toshio Tonouchi (NEC) IN2013-54		 We propose a verification method of the OpenFlow network with the model checking, which can detect a loop routing and so... [more] IN2013-54
pp.107-112
 Results 1 - 9 of 9  /   
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