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ORCIDShotaro Miwa
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2020 – today
- 2024
[j1]Mehran Taghian
, Shotaro Miwa, Yoshihiro Mitsuka, Johannes Günther, Shadan Golestan, Osmar R. Zaïane:
Explainability of deep reinforcement learning algorithms in robotic domains by using Layer-wise Relevance Propagation. Eng. Appl. Artif. Intell. 137: 109131 (2024)- [i2]Issei Saito, Tomoaki Nakamura, Toshiyuki Hatta, Wataru Fujita, Shintaro Watanabe, Shotaro Miwa:
Unsupervised Work Behavior Pattern Extraction Based on Hierarchical Probabilistic Model. CoRR abs/2405.09838 (2024) - [i1]Sheila Schoepp, Mehran Taghian, Shotaro Miwa, Yoshihiro Mitsuka, Shadan Golestan, Osmar Zaïane:
Enhancing Hardware Fault Tolerance in Machines with Reinforcement Learning Policy Gradient Algorithms. CoRR abs/2407.15283 (2024) - 2023
- [c6]Issei Saito, Tomoaki Nakamura, Toshiyuki Hatta, Wataru Fujita, Shintaro Watanabe, Shotaro Miwa:
Unsupervised Work Behavior Analysis Using Hierarchical Probabilistic Segmentation. IECON 2023: 1-6 - 2022
- [c5]Jia Qu, Shotaro Miwa, Yukiyasu Domae:
Interpretable Navigation Agents Using Attention-Augmented Memory. SMC 2022: 2575-2582 - [c4]Jia Qu, Shotaro Miwa, Yukiyasu Domae:
Learning Landmark-Oriented Subgoals for Visual Navigation Using Trajectory Memory. SSCI 2022: 708-714
2010 – 2019
- 2017
- [c3]Jiyi Li, Tomohiro Arai, Yukino Baba, Hisashi Kashima, Shotaro Miwa:
Distributed Multi-task Learning for Sensor Network. ECML/PKDD (2) 2017: 657-672 - 2016
- [c2]Eri Nakagawa, Kazuki Moriya, Hirohiko Suwa, Manato Fujimoto, Yutaka Arakawa, Toshiyuki Hatta, Shotaro Miwa, Keiichi Yasumoto:
Investigating recognition accuracy improvement by adding user's acceleration data to location and power consumption-based in-home activity recognition system. MobiQuitous (Adjunct Proceedings) 2016: 100-105 - 2013
- [c1]Shotaro Miwa, Shintaro Watanabe, Makito Seki:
Robust Face Recognition System Using a Reliability Feedback. HCI (5) 2013: 178-185
Coauthor Index
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