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Hi, my name Fábio Vital and I am a PhD student at Instituto Superior Técnico and a researcher at GAIPS, INESC-ID. My advisors are Prof. Francisco S. Melo and Prof. Alberto Sardinha. My research covers, mainly, Reinforcement Learning, where the question that drives me these days is: Is it possible to create generalized representations that can be applied to new and unseen RL tasks (without further training)? Herein, I am currently researching new ways to learn world-model representations that can be effeciently applied to new tasks during evaluation.
Identification

Personal identification

Full name
Fábio Guilherme Morgado Vital

Citation names

  • Vital, Fábio

Author identifiers

Ciência ID
4D18-817E-BB4C
ORCID iD
0000-0003-2710-4590

Email addresses

  • fabiovital@tecnico.ulisboa.pt (Professional)

Websites

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English
Education
Degree Classification
2022/09 - 2026/08
Ongoing
 PhD in Computer Science and Engineering (Doctor)
Major in Phd
Universidade de Lisboa Instituto Superior Técnico, Portugal
2019/09/01 - 2021/11/15
Concluded
 Engenharia Informática e de Computadores (Mestrado)
Major in Sistemas Inteligentes, Bioinformática e Biologia Computacional
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Perceive, Represent, Generate: Translating Multimodal Information to Robotic Motion Trajectories" (THESIS/DISSERTATION)
 17
2016/09/13 - 2019/07/23
Concluded
 Ciências de Engenharia - Engenharia Informática e de Computadores (Licenciatura)
Universidade de Lisboa Instituto Superior Técnico, Portugal
 17
Affiliation

Science

Category
Host institution 		Employer
2021/09/01 - Current Auxiliary Researcher (Research) Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
(...)

Teaching in Higher Education

Category
Host institution 		Employer
2023/09/01 - 2024/07/31 Invited Assistant (University Teacher) Universidade de Lisboa Instituto Superior Técnico, Portugal
Universidade de Lisboa Instituto Superior Técnico, Portugal
2023/02 - 2023/07 Invited Assistant (University Teacher) Universidade de Lisboa Instituto Superior Técnico, Portugal
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022/03/07 - 2022/07/28 Invited Assistant (University Teacher) Universidade de Lisboa Instituto Superior Técnico, Portugal
Universidade de Lisboa Instituto Superior Técnico, Portugal
Projects

Grant

Designation Funders
2022/09 - 2026/08 Emergent Communication in Multi-Agent Reinforcement Learning
2022.14163.BD
PhD Student Fellow
Universidade de Lisboa Instituto Superior Técnico, Portugal

Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2021/09/01 - 2022/08/31 HOTSPOT - Human-robOt TeamS without PrecoOrdinaTion
PTDC/CCI-COM/7203/2020 - HOTSPOT - BI| 2021/177
Research Fellow
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 Associação para a Inovação e Desenvolvimento da FCT
Ongoing
Outputs

Publications

Conference paper
  1. Vital, Fábio; José Alberto R. P. Sardinha; Francisco S. Melo. Corresponding author: Vital, Fábio. "Implicit Repair with Reinforcement Learning in Emergent Communication". Paper presented in Autonomous Agents and Multiagent Systems, Detroit, 2025.
    Accepted
  2. Vital, Fábio; VASCO, MIGUEL; José Alberto R. P. Sardinha; Francisco S. Melo. "Perceive, Represent, Generate: Translating Multimodal Information to Robotic Motion Trajectories". Paper presented in 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Kyoto, 2022.
    Published
Thesis / Dissertation
  1. "Perceive, Represent, Generate: Translating Multimodal Information to Robotic Motion Trajectories". Master, Universidade de Lisboa Instituto Superior Técnico, 2021. https://fenix.tecnico.ulisboa.pt/cursos/meic-a/dissertacao/1128253548922742.
Activities

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2024/04/15 - 2024/07/17 Autonomous Agents and Multi-Agent Systems Master in Computer Science and Engineering (Master) Universidade de Lisboa Instituto Superior Técnico, Portugal
2024/04/15 - 2024/07/17 Autonomous Agents and Multi-Agent Systems Master in Computer Science and Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023/11/13 - 2024/02/16 Deep Learning Master in Computer Science and Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023/02 - 2023/04 Planning, Learning and Intelligent Decision Making Master in Computer Science and Engineering (Master) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022/05/09 - 2022/06/26 Autonomous Agents and Multi-Agent Systems Computer Science and Engineering (Master) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022/03/07 - 2022/04/24 Planning, Learning and Intelligent Decision Making Computer Science and Engineering (Master) Universidade de Lisboa Instituto Superior Técnico, Portugal