(Below in English)
Estimados colegas de la Red IO-Salude,
A través de este correo os recuerdo la celebración de la tercera conferencia de la Red IO-Salude sobre métodos y aplicaciones de la Investigación Operativa en Salud.
TERCERA CONFERENCIA DE LA RED IO-SALUDE SOBRE MÉTODOS Y APLICACIONES DE LA INVESTIGACIÓN OPERATIVA EN SALUD
Título: Reinforcement learning and optimization.
Joana Matos Dias. Universidad de Coimbra (Portugal)
Día: 28 de noviembre, martes. Hora: 16:00 (UTC). Portugal: 16:00
El enlace para seguir la videoconferencia mediante ZOOM es https://unavarra.zoom.us/j/93658352988.
Recibid un cordial saludo y nos vemos el martes 28 de noviembre a las 16:00 UTC,
Fermín Mallor
Abstract
Artificial Intelligence, and Machine Learning in particular, is sometimes seen as a threat to those that work in Operations Research. Will Machine Learning make all the OR tools and models irrelevant? The answer can only be one: for sure no, it will not! Actually, it is more likely that great advances in the current state-of-the-art will come from the integrated and symbiotic use of ML and OR. In this talk I will show some examples of how we can use Reinforcement Learning in total integration with mathematical optimization models and methods to better solve problems. In particular, I will describe the Q-learning approach and its application to some optimization problems, from network problems to the optimization of radiotherapy treatment planning.
Short CV:
Joana Matos Dias holds a BSc in Computers Engineering (University of Coimbra, 1996), a MSc in Operations Research (University of Lisbon, 2000), a MSc in Quantitative Finance (University of London, 2011), a PhD and Habilitation in Management Science (University of Coimbra, 2006, 2017). She is Associate Professor with Habilitation at the Faculty of Economics of the University of Coimbra, where she has been responsible for several curricular units like informatics, logistics, operations research, modeling in management, simulation. She is researcher at INESC-Coimbra. Her main research interest is decision making models and algorithms in general, and operations research applied to health problems, combinatorial optimization, multiobjective optimization, in particular.
Personal homepage: https://www.uc.pt/feuc/joanamatosdias
Scopus ID: 36238953500
ORCID: orcid.org/0000-0003-2517-7905
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Dear colleagues of the IO-Salude Network,
Through this email, I would like to remind you of the upcoming third conference of the IO-Salude Network focusing on methods and applications of Operations Research in Health.
THIRD IO-SALUDE NETWORK CONFERENCE ON OPERATIONS RESEARCH METHODS AND APPLICATIONS IN HEALTH
Title: Reinforcement Learning and Optimization
Speaker: Joana Matos Dias, University of Coimbra (Portugal)
Date: November 28th, Tuesday
Time: 16:00 (UTC). Portugal: 16:00
You can join the video conference via Zoom using the following link: Zoom Link.
https://unavarra.zoom.us/j/93658352988.
Looking forward to your participation. Warm regards, and see you on Tuesday, November 28th, at 16:00 UTC.
Fermin Mallor
-- Fermín Mallor Professor of Statistics and Operations Research Institute of Smart Cities Public University of Navarre (UPNA), Spain www.unavarra.es/quphs www.iosalude.com
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