Nicolò Malagutti

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 4

Top Topics

Continuous Action

Bayesian Inference

Top Venues

Biomed. Signal Process. Control.

Publications

Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Hanna Suominen, Elena Daskalaki
G2P2C - A modular reinforcement learning algorithm for glucose control by glucose prediction and planning in Type 1 Diabetes. Biomed. Signal Process. Control. 90 (2024)
Nicolò Malagutti, Grace McGinness, Dilip A. Nithyanandam
Real-Time Personalised Pharmacokinetic-Pharmacodynamic Modelling in Propofol Anesthesia through Bayesian Inference. EMBC (2023)
Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Eleni Daskalaki, Hanna Suominen
A Reinforcement Learning Based System for Blood Glucose Control without Carbohydrate Estimation in Type 1 Diabetes: In Silico Validation. EMBC (2022)
Chirath Hettiarachchi, Nicolò Malagutti, Christopher J. Nolan, Hanna Suominen, Elena Daskalaki
Non-linear Continuous Action Spaces for Reinforcement Learning in Type 1 Diabetes. AI (2022)
Nicolò Malagutti, Arvin Dehghani, Rodney A. Kennedy
Improved Robust Performance in a System for Automatic Administration of a Vasoactive Drug. BIOSIGNALS (2012)
Nicolò Malagutti, Arvin Dehghani, Rodney A. Kennedy
An approach to controlled drug infusion via tracking of the time-varying dose-response. EMBC (2012)