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Taku Yamagata
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2020 – today
- 2024
- [i6]Taku Yamagata, Raúl Santos-Rodríguez:
Safe and Robust Reinforcement Learning: Principles and Practice. CoRR abs/2403.18539 (2024) - 2023
- [j2]Katarzyna Stawarz
, Dmitri S. Katz
, Amid Ayobi
, Paul Marshall, Taku Yamagata, Raúl Santos-Rodríguez, Peter A. Flach
, Aisling Ann O'Kane:
Co-designing opportunities for Human-Centred Machine Learning in supporting Type 1 diabetes decision-making. Int. J. Hum. Comput. Stud. 173: 103003 (2023) - [c5]Taku Yamagata, Ahmed Khalil, Raúl Santos-Rodríguez:
Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL. ICML 2023: 38989-39007 - [c4]Taku Yamagata, Emma L. Tonkin, Benjamin Arana Sanchez, Ian Craddock, Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Weisong Yang, Peter A. Flach:
When the Ground Truth is not True: Modelling Human Biases in Temporal Annotations. PerCom Workshops 2023: 527-533 - [i5]Taku Yamagata, Emma L. Tonkin, Benjamin Arana Sanchez, Ian Craddock, Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Weisong Yang, Peter A. Flach:
When the Ground Truth is not True: Modelling Human Biases in Temporal Annotations. CoRR abs/2302.02706 (2023) - 2022
- [c3]Taku Yamagata
, Raúl Santos-Rodríguez
, Robert J. Piechocki
, Peter A. Flach
:
Understanding Reinforcement Learning Based Localisation as a Probabilistic Inference Algorithm. ICANN (2) 2022: 111-122 - [i4]Taku Yamagata, Ahmed Khalil
, Raúl Santos-Rodríguez:
Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL. CoRR abs/2209.03993 (2022) - 2021
- [j1]Amid Ayobi
, Katarzyna Stawarz, Dmitri S. Katz, Paul Marshall
, Taku Yamagata
, Raúl Santos-Rodríguez
, Peter A. Flach, Aisling Ann O'Kane
:
Co-Designing Personal Health? Multidisciplinary Benefits and Challenges in Informing Diabetes Self-Care Technologies. Proc. ACM Hum. Comput. Interact. 5(CSCW2): 457:1-457:26 (2021) - [c2]Amid Ayobi, Katarzyna Stawarz, Dmitri S. Katz, Paul Marshall, Taku Yamagata, Raúl Santos-Rodríguez, Peter A. Flach, Aisling Ann O'Kane:
Machine Learning Explanations as Boundary Objects: How AI Researchers Explain and Non-Experts Perceive Machine Learning. IUI Workshops 2021 - [i3]Taku Yamagata, Ryan McConville, Raúl Santos-Rodríguez:
Reinforcement Learning with Feedback from Multiple Humans with Diverse Skills. CoRR abs/2111.08596 (2021) - 2020
- [c1]Taku Yamagata, Aisling Ann O'Kane, Amid Ayobi, Dmitri S. Katz, Katarzyna Stawarz, Paul Marshall, Peter A. Flach, Raúl Santos-Rodríguez:
Model-Based Reinforcement Learning for Type 1 Diabetes Blood Glucose Control. AAI4H@ECAI 2020: 72-77 - [i2]Taku Yamagata, Aisling Ann O'Kane, Amid Ayobi, Dmitri S. Katz, Katarzyna Stawarz, Paul Marshall, Peter A. Flach, Raúl Santos-Rodríguez:
Model-Based Reinforcement Learning for Type 1Diabetes Blood Glucose Control. CoRR abs/2010.06266 (2020)
2010 – 2019
- 2019
- [i1]Taku Yamagata, Raúl Santos-Rodríguez, Ryan McConville, Atis Elsts:
Online Feature Selection for Activity Recognition using Reinforcement Learning with Multiple Feedback. CoRR abs/1908.06134 (2019)
Coauthor Index
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