Esteban Guerrero Rosero

Mina specifika intressen är relaterade till artificiell intelligens (AI), särskilt karaktäriserar jag, designar och utvecklar mjukvarusystem med flera agenter som är inriktade på att stödja mänskliga aktiviteter, till exempel intelligenta digitala coachningssystem för analys av beteendeförändringar.

Jag forskar i flera projekt inom AI vid Umeå universitet med lokala, nationella och internationella partners. Mina forskningsprojekt är tvärvetenskapliga (se nedan).

Specific AI research areas:

• Non-monotonic reasoning (e.g. Formal argumentation theory, answer-set programming)
• Knowledge representation (e.g. Ontologies, Logic Programming, AgentSpeak lang)
• Multi-agents systems (techs: Jade, Jason, JaCaMo)
• Rational agents (e.g. Belief-Desire-Intention models)
• Machine learning (Bayesian networks, decision/forest trees)

Research projects:

• December 2018- November 2024 "Project: “STAR-C: Sustainable behaviour change for health supported by person-Tailored, Adaptive, Risk-aware digital Coaching in a social context” . Consortium: Dept. of Epidemiology and Global Health. UmU
  "School of Public Health and Community Medicine. University of Gothenburg, Sweden", Dept. of Social Work. UmU, Dept. of Computing Science. UmU, Dept. of Culture and Media Studies. UmU
• July 2017– September 2019 Project: “Managing stress and cognition in stress-related disorders: A digital coach for a sustainable life”. Vinnova proj.  Consortium: Dept. of Computing Science. UmU, Dept. of Psychology. UmU
• January – March 2019 Project: MEDAR - Designing and evaluating an intelligent augmented reality system for assisting older adults’ medication management Consortium: Dept. of Computing Science. UmU, "Dept. of Psychology, National Taiwan University, Taiwan"
• September 2016– April 2017 Project: X-country skiing project. A game for double poling technique improvement Consortium: Dept. of Computing Science. UmU, Umeå School of Sport Sciences.
• September 2015– January 2016 Project: “Sports Tracker mobile application”. Consortium: Collaboration with the Umeå School of Sport Sciences. Dept. of Computing Science. UmU, Umeå School of Sport Sciences.
• April 2015- Project: “SmartVib”. Consortium: European joint project between research groups of Umeå University and Swedish sensor company: CVK AB.  Occupational and Environmental Medicine, CVK, Dept. of Computing Science. UmU
• January 2014- Project: “Balansera” A mobile application for supporting the assessment considering a short physical performance battery (SPPB) test. Consortium: Dept. of Community Medicine and Rehabilitation, Dept. of Computing Science. UmU

Teaching:

• Interactivity in Smart Environments course (Interaktivitet i smarta miljöer)
  Material: Videos: UmU Play channel, YouTube channel, Slides Autumn-Winter 2020
• Introduction to AI for industry (Machine Learning, Reasoning and decision-making) (AI@UMU Courses on AI)
  Material: UmU Play,  YouTube channel, Slides Spring 2019 and Jupyter notebooks
• Bachelor thesis course 2020 (DV5: Metoder och aktuell kunskap)
  Kurs plan
• Thesis supervision of Master's Programme in Cognitive Science projects 2021 (Magisteruppsats i kognitionsvetenskap)
• Other resources Pedagogical material from previous years.

Personal Web page at Department of Computing Science:

https://people.cs.umu.se/esteban/