Taku Yamagata
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
5
Venues
5
Active years
2020–2023
Best venue rank
A*
Where they publish
Papers
5 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | ICML | Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL. | Taku Yamagata, Ahmed Khalil, Ral Santos-Rodrguez |
| 2023 | PERCOM | When the Ground Truth is not True: Modelling Human Biases in Temporal Annotations. | Taku Yamagata, Emma L. Tonkin, Benjamin Arana Sanchez, Ian Craddock, Miquel Perell-Nieto, Ral Santos-Rodrguez, Weisong Yang, Peter A. Flach |
| 2022 | ICANN | Understanding Reinforcement Learning Based Localisation as a Probabilistic Inference Algorithm. | Taku Yamagata, Ral Santos-Rodrguez, Robert J. Piechocki, Peter A. Flach |
| 2021 | IUI | Machine Learning Explanations as Boundary Objects: How AI Researchers Explain and Non-Experts Perceive Machine Learning. | Amid Ayobi, Katarzyna Stawarz, Dmitri S. Katz, Paul Marshall, Taku Yamagata, Ral Santos-Rodrguez, Peter A. Flach, Aisling Ann O'Kane |
| 2020 | ECAI | Model-Based Reinforcement Learning for Type 1 Diabetes Blood Glucose Control. | Taku Yamagata, Aisling Ann O'Kane, Amid Ayobi, Dmitri S. Katz, Katarzyna Stawarz, Paul Marshall, Peter A. Flach, Ral Santos-Rodrguez |