Research output per year
Research output per year
Personal profile
Research Groups and Themes
- Intelligent Systems Laboratory
Fingerprint
Dive into the research topics where Taku Yamagata is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Relatively Rational: Learning Utilities and Rationalities Jointly from Pairwise Preferences
Yamagata, T., Oberkofler, T., Kaufmann, T., Bengs, V., Hüllermeier, E. & Santos-Rodriguez, R., 23 Aug 2024.Research output: Contribution to conference › Conference Paper › peer-review
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Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL
Yamagata, T., Khalil, A. & Santos-Rodriguez, R., 23 Jul 2023, ICML'23: Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). JMLR.org, p. 38989-39007 19 p. 1625Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
33 Citations (Scopus) -
When the Ground Truth is not True: Modelling Human Biases in Temporal Annotations
Yamagata, T., Tonkin, E. L., Arana Sanchez, B., Craddock, I. J., Perello Nieto, M., Santos-Rodriguez, R., Yang, W. & Flach, P. A., 11 Jan 2023, (Accepted/In press). 6 p.Research output: Contribution to conference › Conference Paper › peer-review
Prizes
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Collaborate to Innovate 2020, Healthcare & Medical Winner
O'Kane, A. A. (Recipient), Marshall, P. (Recipient), Ayobi, A. (Recipient), Stawarz, K. (Recipient), Flach, P. A. (Recipient), Santos-Rodriguez, R. (Recipient) & Yamagata, T. (Recipient), 4 Feb 2021
Prize: Prizes, Medals, Awards and Grants
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CSCW 2021 Honorary Mention
Ayobi, A. (Recipient), Stawarz, K. (Recipient), Katz, D. (Recipient), Marshall, P. (Recipient), Yamagata, T. (Recipient), Santos-Rodriguez, R. (Recipient), Flach, P. A. (Recipient) & O'Kane, A. A. (Recipient), 14 Oct 2021
Prize: Prizes, Medals, Awards and Grants
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Thesis
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Towards Safe and Robust Reinforcement Learning: Leveraging Multiple Sources of Information
Yamagata, T. (Author), Santos-Rodriguez, R. (Supervisor), 10 Dec 2024Student thesis: Doctoral Thesis › Doctor of Philosophy (PhD)
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