4 citations · 4 across the 1 of their papers we have counts for
3 papers
cs.LG2024★ 4 cited
Safe and Robust Reinforcement Learning: Principles and Practice
Taku Yamagata, Raul Santos-Rodriguez
Reinforcement Learning (RL) has shown remarkable success in solving relatively complex tasks, yet the deployment of RL systems in real-world scenarios poses significant challenges…
cs.LG2020
Model-Based Reinforcement Learning for Type 1Diabetes Blood Glucose Control
Taku Yamagata, Aisling O'Kane, Amid Ayobi +5
In this paper we investigate the use of model-based reinforcement learning to assist people with Type 1 Diabetes with insulin dose decisions. The proposed architecture consists of…
cs.LG2019
Online Feature Selection for Activity Recognition using Reinforcement Learning with Multiple Feedback
Taku Yamagata, Raúl Santos-Rodríguez, Ryan McConville +1
Recent advances in both machine learning and Internet-of-Things have attracted attention to automatic Activity Recognition, where users wear a device with sensors and their outputs…