Professor Felipe Meneguzzi
Professor Felipe Meneguzzi

Professor Felipe Meneguzzi

Chair in Computing Science

Accepting PhDs

About

Biography

I am a researcher on automated planning, goal and plan recognition, multiagent systems, BDI agents, and machine learning. I currently hold a Chair of Computing Science at the University of Aberdeen. I am a Senior Member of the ACM and of AAAI. Before my current position, I was a Professor of AI at the Pontifical Catholic University of Rio Grande do Sul in Brazil, and worked as a Project Scientist in Multiagent Systems at the Robotics Institute of Carnegie Mellon University after completing a Postdoctoral Fellowship at the same university. I obtained my PhD degree at King's College London, with a thesis on Extending agent languages for multiagent domains under the supervision of Professor Michael Luck and co-supervised by Professor Andrew Jones. Prior to my full-time academic career, I worked in the industry as a contractor for Hewlett-Packard Brazil, and worked on a variety of projects with some very interesting people.

For further information, visit my personal website.

Qualifications

  • PhD Artificial Intelligence 
    2009 - King's College London 

External Memberships

  • Executive Council of the AAAI
  • Special Committee on AI for the Brazilian Computer Society
  • Guest Researcher at the Pontifical Catholic University of Rio Grande do Sul

Prizes and Awards

Research

Research Overview

My overall research area is Artificial Intelligence and my research spans the areas of Automated Planning, Autonomous Agents and Applications of Machine Learning. The main goal of my research is to develop practical reasoning mechanisms as a means to both refine the capabilities of autonomous agents and to understand reasoning in general. To accomplish this objective, I work on integrating data-driven and symbolic techniques for reasoning and decision-making while maintaining a low complexity for the description formalisms, helping to achieve explainability for human users.

Research Areas

Accepting PhDs

I am currently accepting PhDs in Computing Science.


Please get in touch if you would like to discuss your research ideas further.

Computing Science

Supervising
Accepting PhDs

Research Specialisms

  • Artificial Intelligence
  • Machine Learning

Our research specialisms are based on the Higher Education Classification of Subjects (HECoS) which is HESA open data, published under the Creative Commons Attribution 4.0 International licence.

Publications

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  • Robust Neuro-Symbolic Goal and Plan Recognition

    Amado, L. R., Fraga Pereira, R., Meneguzzi, F.
    Contributions to Conferences: Papers
  • Resilience, reliability, and coordination in autonomous multi-agent systems

    Cardoso, R. C., Logan, B., Meneguzzi, F., Oren, N., Yun, B.
    AI Communications, vol. 35, no. 4, pp. 339-356
    Contributions to Journals: Articles
  • HyperTensioN and Total-order Forward Decomposition optimizations

    Magnaguagno, M. C., Meneguzzi, F., Silva, L. d.
    Working Papers: Preprint Papers
  • Goal Recognition as Reinforcement Learning

    Amado, L. R., Mirsky, R., Meneguzzi, F.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Editorial: Advances in Goal, Plan and Activity Recognition

    Vered, M., Mirsky, R., Fraga Pereira, R., Meneguzzi, F.
    Frontiers in Artificial Intelligence, vol. 5, 861669
    Contributions to Journals: Editorials
  • Detecting Logical Relation In Contract Clauses

    Ichida, A. Y., Meneguzzi, F.
    Working Papers: Preprint Papers
  • Visual Explanation for Identification of the Brain Bases for Developmental Dyslexia on fMRI Data

    Tomaz Da Silva, L., Esper, N. B., Ruiz, D. D., Meneguzzi, F., Buchweitz, A.
    Frontiers in Computational Neuroscience, vol. 15, 594659
    Contributions to Journals: Articles
  • Brainhack: Developing a culture of open, inclusive, community-driven neuroscience

    Gau, R., Noble, S., Heuer, K., Bottenhorn, K. L., Bilgin, I. P., Yang, Y. F., Huntenburg, J. M., Bayer, J. M., Bethlehem, R. A., Rhoads, S. A., Vogelbacher, C., Borghesani, V., Levitis, E., Wang, H. T., Van Den Bossche, S., Kobeleva, X., Legarreta, J. H., Guay, S., Atay, S. M., Varoquaux, G. P., Huijser, D. C., Sandström, M. S., Herholz, P., Nastase, S. A., Badhwar, A. P., Dumas, G., Schwab, S., Moia, S., Dayan, M., Bassil, Y., Brooks, P. P., Mancini, M., Shine, J. M., O'Connor, D., Xie, X., Poggiali, D., Friedrich, P., Heinsfeld, A. S., Riedl, L., Toro, R., Caballero-Gaudes, C., Eklund, A., Garner, K. G., Nolan, C. R., Demeter, D. V., Barrios, F. A., Merchant, J. S., McDevitt, E. A., Oostenveld, R., Meneguzzi, F., The Brainhack Community
    Neuron, vol. 109, no. 11, pp. 1769-1775
    Contributions to Journals: Articles
  • Norm Conflict Identification Using a Convolutional Neural Network

    Aires, J. P., Meneguzzi, F.
    Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems XIII. Aler Tubella, A., Cranefield, S., Frantz, C., Meneguzzi, F., Vasconcelos, W. (eds.). Springer
    Chapters in Books, Reports and Conference Proceedings: Chapters
  • Predicting Brain Age at Slice Level: Convolutional Neural Networks and Consequences for Interpretability

    Ballester, P. L., da Silva, L. T., Marcon, M., Esper, N. B., Frey, B. N., Buchweitz, A., Meneguzzi, F.
    Frontiers in psychiatry, vol. 12, 598518
    Contributions to Journals: Articles
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