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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
 Results 1 - 5 of 5  /   
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.)
 [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.)
 [more]
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
 Results 1 - 5 of 5  /   
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