51cg

Professor Felipe Meneguzzi

Professor Felipe Meneguzzi
Professor Felipe Meneguzzi
Professor Felipe Meneguzzi

Chair in Computing Science

Accepting PhDs

51cg

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 51cg. I am a and of . I was a Professor of AI at the Pontifical Catholic University of Rio Grande do Sul in Brazil, where I remain as a Bridges Professor. Before my current position, I worked as a Project Scientist in Multiagent Systems at the of after completing a Postdoctoral Fellowship at the same university. I obtained my PhD degree at , with a thesis on under the supervision of Professor and co-supervised by Professor . Prior to my full-time academic career, I worked in the industry as a contractor for , and worked on a variety of projects with some very interesting .

For further information, visit my .

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
  • Bridges Professor at the Pontifical Catholic University of Rio Grande do Sul

Prizes and Awards

  • in 2024;
  • ;
  • ;
  • 1st place at the () in 2020;
  • Distinguished Visiting Fellow award from the
  • Best Student paper at IJCNN 2017:
  • Visionary workshop paper at AAMAS 2017: ;
  • as well as
  • 1st place at the 
  • 2nd place at the ; and
  • Runner up to the Microsoft Research Faculty Fellowship in 2013.
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 , published under the licence.

Teaching

Programmes

Publications

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  • Using ontologies as semantic representations of hierarchical task network planning domains

    Freitas, A., Schmidt, D., Meneguzzi, F., Vieira, R., Bordini, R. H.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Declarative planning in procedural agent architectures

    Meneguzzi, F., Luck, M.
    Expert Systems with Applications, vol. 40, no. 16, pp. 6508-6520
    Contributions to Journals: Articles
  • A first-order formalization of commitments and goals for planning

    Meneguzzi, F., Telang, P., Singh, M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Hierarchical planning about goals and commitments

    Telang, P., Meneguzzi, F., Singh, M. P.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Norm identification through plan recognition

    Oren, N., Meneguzzi, F.
    Contributions to Conferences: Papers
  • Prognostic normative reasoning

    Oh, J., Meneguzzi, F., Sycara, K., Norman, T. J.
    Engineering Applications of Artificial Intelligence, vol. 26, no. 2, pp. 863-872
    Contributions to Journals: Articles
  • Adaptive high-level strategy learning in starcraft

    Maissiat, J., Meneguzzi, F.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Alternatives to Threshold-Based Desire Selection in Bayesian BDI Agents

    Luz, B., Meneguzzi, F., Vicari, R.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • A Smart Home model to Demand Side Management

    Martins, R., Meneguzzi, F.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Interaction Patterns in a MAS Organisation to Support Shared Tasks

    Fagundes, M. S., Meneguzzi, F., Vieira, R., Bordin, R. H.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Interaction Patterns in a Multi-Agent Organisation to Support Shared Tasks

    Fagundes, M. S., Meneguzzi, F., Vieira, R., Bordini, R. H.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Normative Agents

    Luck, M., Mahmoud, S., Meneguzzi, F., Kollingbaum, M., Norman, T. J., Criado, N., Fagundes, M. S.
    Agreement Technologies. Ossowski, S. (ed.). Springer Netherlands, pp. 209-220, 12 pages
    Chapters in Books, Reports and Conference Proceedings: Chapters
  • Predictive Indoor Navigation using Commercial Smart-phones

    Kannan, B., Meneguzzi, F., Dias, M. B., Sycara, K.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Using subjective logic to handle uncertainty and conflicts

    Sensoy, M., Pan, J. Z., Fokoue, A., Srivatsa, M., Meneguzzi, F.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Applying electronic contracting to the aerospace aftercare domain

    Meneguzzi, F., Modgil, S., Oren, N., Miles, S., Luck, M., Faci, N.
    Engineering Applications of Artificial Intelligence, vol. 25, no. 7, pp. 1471-1487
    Contributions to Journals: Articles
  • Querying linked ontological data through distributed summarization

    Fokoue, A., Meneguzzi, F., Sensoy, M., Pan, J. Z.
    Contributions to Conferences: Papers
  • A cognitive architecture for emergency response

    Meneguzzi, F., Oh, J., Chakraborty, N., Sycara, K., Mehrotra, S., Tittle, J., Lewis, M. E.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Introduction to prognostic normative reasoning

    Oh, J., Meneguzzi, F., Sycara, K., Norman, T. J.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Nu-BDI: Norm-aware BDI Agents

    Meneguzzi, F., Vasconcelos, W. W., Oren, N., Luck, M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Towards Presenting Relevant Facts and Answers on Inconsistent and Uncertain Knowledge

    Tang, Y., Meneguzzi, F., Sycara, K., Sensoy, M., Pan, J., Fokoue, A., Srivatsa, M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Trust and obfuscation

    Meneguzzi, F.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • An agent architecture for prognostic reasoning assistance

    Oh, J., Meneguzzi, F., Sycara, K., Norman, T. J.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Probabilistic Hierarchical Planning over MDPs

    Tang, Y., Meneguzzi, F., Sycara, K., Parsons, S.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Prognostic normative reasoning in coalition planning

    Oh, J., Meneguzzi, F., Sycara, K., Norman, T. J.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Prognostic agent assistance for norm-compliant coalition planning

    Oh, J., Meneguzzi, F., Sycara, K., Norman, T. J.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Acting on Norm Constrained Plans

    Oren, N., Vasconcelos, W. W., Meneguzzi, F., Luck, M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • An approach to generate MDPs using HTN representations

    Meneguzzi, F., Sycara, K., Tang, Y., Parsons, S.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Anytime Cognition: An information agent for emergency response

    Meneguzzi, F., Oh, J., Chakraborty, N., Sycara, K., Mehrotra, S., Lewis, M. E.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Planning over MDPs through Probabilistic HTNs

    Tang, Y., Meneguzzi, F., Sycara, K., Parsons, S.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Proactive Indoor Navigation on Mobile Devices

    Meneguzzi, F., Kannan, B., Sycara, K., Gnegy, C., Yordanov, P.
    Carnegie Mellon University
    Books and Reports: Commissioned Reports
  • Probabilistic plan recognition for intelligent information agents: Towards proactive software assistant agents

    Oh, J., Meneguzzi, F., Sycara, K.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Reports of the AAAI 2010 fall symposia

    Azevedo, R., Biswas, G., Bohus, D., Carmichael, T., Finlayson, M. A., Hadzikadic, M., Havasi, C., Horvitz, E., Kanda, T., Koyejo, O., Lawless, W. F., Lenat, D., Meneguzzi, F., Mutlu, B., Oh, J., Pirrone, R., Raux, A., Sofge, D. A., Sukthankar, G., Van Durme, B., Yorke-Smith, N.
    AI Magazine, vol. 32, no. 1, pp. 93-100
    Contributions to Journals: Articles
  • An agent architecture for intelligent information assistance

    Meneguzzi, F.
    Contributions to Conferences: Papers
  • ANTIPA: An agent architecture for intelligent information assistance

    Oh, J., Meneguzzi, F., Sycara, K.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Challenges in anticipatory information management under network constraints

    Meneguzzi, F., Sycara, K., Parsons, S., Norman, T. J.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Intelligent information assistance for coalition operations

    Meneguzzi, F., Oh, J., Sycara, K.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Motivations and Goal-Directed Autonomy

    Meneguzzi, F.
    Contributions to Conferences: Papers
  • On representing planning domains under uncertainty

    Meneguzzi, F., Tang, Y., Sycara, K., Parsons, S.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Using constraints for norm-aware BDI agents

    Meneguzzi, F., Oren, N., Vasconcelos, W.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Electronic Business Contracts Between Services

    Miles, S., Oren, N., Luck, M., Modgil, S., Meneguzzi, F., Faci, N., Holt, C., Vickers, G.
    Handbook of Research on P2P and Grid Systems for Service-Oriented Computing: Models, Methodologies and Applications. Antonopoulos, N., Exarchakos, G., Liotta, A. (eds.). IGI Global, pp. 732-746, 15 pages
    Chapters in Books, Reports and Conference Proceedings: Chapters
  • Norm-based behaviour modification in BDI agents

    Meneguzzi, F., Luck, M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • A contract-based system for aerospace aftercare

    Meneguzzi, F., Modgil, S., Oren, N., Miles, S., Luck, M., Holt, C., Smith, M.
    Contributions to Conferences: Papers
  • Extending agent languages for multiagent domains

    Meneguzzi, F.
    King's College London. 202 pages
    Books and Reports: Commissioned Reports
  • Leveraging new plans in AgentSpeak(PL)

    Meneguzzi, F., Luck, M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Monitoring and Explanation of Contract Execution: A Case Study in the Aerospace Domain

    Meneguzzi, F., Modgil, S., Oren, N., Miles, S., Luck, M., Faci, N., Holt, C., Smith, M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Extending Agent Languages for Autonomy

    Meneguzzi, F.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Composing high-level plans for declarative agent programming

    Meneguzzi, F., Luck, M.
    Declarative Agent Languages and Technologies V. DALT 2007. Springer, pp. 69-85, 17 pages
    Chapters in Books, Reports and Conference Proceedings: Chapters
  • Electronic contracting in aircraft aftercare: A case study

    Meneguzzi, F., Miles, S., Luck, M., Holt, C., Smith, M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Interaction among agents that plan

    Meneguzzi, F., Luck, M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
  • Towards a Monitoring Framework for Agent-Based Contract Systems

    Faci, N., Modgil, S., Oren, N., Meneguzzi, F., Miles, S., Luck, M.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
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