Taku Yamagata

14 papers A* 1Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Active Query Selection for Crowd-Based Reinforcement Learning.
CoRR
Jonathan Erskine, Taku Yamagata, Raúl Santos-Rodríguez
2024 J jnl
Safe and Robust Reinforcement Learning: Principles and Practice.
CoRR
Taku Yamagata, Raúl Santos-Rodríguez
2023 J jnl
Co-designing opportunities for Human-Centred Machine Learning in supporting Type 1 diabetes decision-making.
Int. J. Hum. Comput. Stud.
Katarzyna Stawarz, Dmitri S. Katz, Amid Ayobi, Paul Marshall, Taku Yamagata, Raúl Santos-Rodríguez, Peter A. Flach, Aisling Ann O'Kane
2023 A* conf
Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL.
ICML
Taku Yamagata, Ahmed Khalil, Raúl Santos-Rodríguez
2023 — conf
When the Ground Truth is not True: Modelling Human Biases in Temporal Annotations.
PerCom Workshops
Taku Yamagata, Emma L. Tonkin, Benjamin Arana Sanchez, Ian Craddock, Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Weisong Yang, Peter A. Flach
2023 J jnl
When the Ground Truth is not True: Modelling Human Biases in Temporal Annotations.
CoRR
Taku Yamagata, Emma L. Tonkin, Benjamin Arana Sanchez, Ian Craddock, Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Weisong Yang, Peter A. Flach
2022 J jnl
Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL.
CoRR
Taku Yamagata, Ahmed Khalil, Raúl Santos-Rodríguez
2022 — conf
Understanding Reinforcement Learning Based Localisation as a Probabilistic Inference Algorithm.
ICANN (2)
Taku Yamagata, Raúl Santos-Rodríguez, Robert J. Piechocki, Peter A. Flach
2021 J jnl
Co-Designing Personal Health? Multidisciplinary Benefits and Challenges in Informing Diabetes Self-Care Technologies.
Proc. ACM Hum. Comput. Interact.
Amid Ayobi, Katarzyna Stawarz, Dmitri S. Katz, Paul Marshall, Taku Yamagata, Raúl Santos-Rodríguez, Peter A. Flach, Aisling Ann O'Kane
2021 — conf
Machine Learning Explanations as Boundary Objects: How AI Researchers Explain and Non-Experts Perceive Machine Learning.
IUI Workshops
Amid Ayobi, Katarzyna Stawarz, Dmitri S. Katz, Paul Marshall, Taku Yamagata, Raúl Santos-Rodríguez, Peter A. Flach, Aisling Ann O'Kane
2021 J jnl
Reinforcement Learning with Feedback from Multiple Humans with Diverse Skills.
CoRR
Taku Yamagata, Ryan McConville, Raúl Santos-Rodríguez
2020 — conf
Model-Based Reinforcement Learning for Type 1 Diabetes Blood Glucose Control.
AAI4H@ECAI
Taku Yamagata, Aisling Ann O'Kane, Amid Ayobi, Dmitri S. Katz, Katarzyna Stawarz, Paul Marshall, Peter A. Flach, Raúl Santos-Rodríguez
2020 J jnl
Model-Based Reinforcement Learning for Type 1Diabetes Blood Glucose Control.
CoRR
Taku Yamagata, Aisling Ann O'Kane, Amid Ayobi, Dmitri S. Katz, Katarzyna Stawarz, Paul Marshall, Peter A. Flach, Raúl Santos-Rodríguez
2019 J jnl
Online Feature Selection for Activity Recognition using Reinforcement Learning with Multiple Feedback.
CoRR
Taku Yamagata, Raúl Santos-Rodríguez, Ryan McConville, Atis Elsts