Esteban Guerrero

Biography

I am an Associate Professor in Social-aware Artificial Intelligence at the Department of Computing Science in Umeå University. My research interests focus on AI, specifically software agents and neuro-symbolic methods that combine machine learning with reasoning. I co-lead the research group "Formal Methods for Trustworthy Hybrid Intelligence" and have extensive experience in multidisciplinary projects supporting human activities in health, economy, and sports.

Research Interests

• Methods: Formal methods for knowledge representation, non-monotonic reasoning, agent-based design, and applied data science.
• Key Approaches: Logic programming (answer-set programming), formal argumentation theory, and knowledge graphs.
• Application Fields: Waste-to-energy, energy-production, tribology, occupational-therapy, financial-literacy, and sports-science.

Selected Links

• Official Umeå University Profile
• ORCID Publications
• GitHub Repositories