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Identification

Personal identification

Full name
João Manuel Godinho Ribeiro
Date of birth
1994/03/10
Gender
Male

Citation names

  • Ribeiro, João G.

Author identifiers

Ciência ID
AD12-3B51-27DA
ORCID iD
0000-0002-2484-0114
Google Scholar ID
https://scholar.google.com/citations?user=zSSHCSkAAAAJ&hl=pt-PT

Telephones

Telephone
  • (+351) 214233291 (Professional)

Websites

  • https://gaips.inesc-id.pt/component/gaips/people/displayPerson/8/101 (Scholar)

Knowledge fields

  • Exact Sciences - Computer and Information Sciences - Computer Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2016/09/01 - 2018/10/31
Concluded
 Engenharia Informática e de Computadores (Mestrado integrado)
Major in Intelligent Systems
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Transfer learning without catastrophic forgetting in deep reinforcement learning " (THESIS/DISSERTATION)
 17
2012/10/12 - 2016/07/06
Concluded
 Engenharia Informática e de Computadores (Licenciatura)
Universidade de Lisboa Instituto Superior Técnico Campus Taguspark, Portugal
 15
Affiliation

Science

Category
Host institution 		Employer
2019/02/01 - Current Research Assistant (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

Others

Category
Host institution 		Employer
2018/05/07 - 2018/12/31 Software Component Engineer Edisoft S.A., Portugal
2017/03/01 - 2018/03/01 Junior Research Fellow (BSc) Serviços de Informática, Portugal
Universidade de Lisboa Instituto Superior Técnico, Portugal
2016/07/01 - 2016/09/01 Software Engineer (Intern) Larubo Global Solutions S.A., Portugal
Projects

Grant

Designation Funders
2019/03/28 - 2021/04/01 Ad Hoc Teams With Humans And Robots
FA9550-19-1-0020
Researcher
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
 US Air Force Office of Scientific Research
Ongoing
Outputs

Publications

Conference paper
  1. João G. Ribeiro; Faria, Miguel; José Alberto Sardinha (INESC-ID/IST); Francisco S. Melo. "Helping People On The Fly: Learning To Collaborate In Ad Hoc Teamwork Robotics". Paper presented in EPIA Conference on Artificial Intelligence, Online, 2021.
    Accepted
  2. João G. Ribeiro; Francisco S. Melo; João Miguel De Sousa de Assis Dias. "Multi-task Learning and Catastrophic Forgetting in Continual Reinforcement Learning". Paper presented in Global Conference on Artificial Intelligence, Bolzano, 2019.
    Published • 10.29007/g7bg
Journal article
  1. João G. Ribeiro; Gonçalo Rodrigues; José Alberto Sardinha (INESC-ID/IST); Francisco S. Melo. "TEAMSTER: Model Based Reinforcement Learning for Ad Hoc Teamwork". AI Review (2021):
    Under revision
Preprint
  1. João G. Ribeiro; Luis Müller Henriques; Sérgio Colcher; Julio Cesar Duarte; Francisco S. Melo; Ruy Luiz Milidiú; Alberto Sardinha. "HOTSPOT: An Ad Hoc Teamwork Platform for Mixed Human-Robot Teams". 2021. https://doi.org/10.36227/techrxiv.17026013.v1.
    10.36227/techrxiv.17026013.v1
Thesis / Dissertation
  1. Ribeiro, João. "Using Deep Learning to create a Universal Game Player: Tackling Transfer Learning and Catastrophic Forgetting Using Asynchronous Methods for Deep Reinforcement Learning". Master, Universidade de Lisboa Instituto Superior Técnico, 2018.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2021/01 Demystifying Deep Learning Coding Academy for Business
NOVA SBE (Portugal)
2019/09/12 Multi-task Learning and Catastrophic Forgetting in Continual Reinforcement Learning Global Conference on Artificial Intelligence
University of Bolzano (UNIBZ) (Bolzano, Italy)
2018/10/31 Using Deep Learning to create a Universal Game Player:Tackling Transfer Learning and Catastrophic Forgetting Using AsynchronousMethods for Deep Reinforcement Learning MSc. Thesis Presentation
Universidade de Lisboa Instituto Superior Técnico Campus Taguspark (Oeiras, Portugal)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2019/09/01 - 2020/10/31 Non-stationary Teammates in Ad Hoc Teamwork
Co-supervisor
 Engenharia Informática e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2014/04/07 - 2014/04/07 Organizar and key speaker in the IEEE-IST Student Branch "C programming workshop", given to Técnico's first year Computer Science students (2014/04/07)
Workshop (Co-organisor)
 Universidade de Lisboa Instituto Superior Técnico Campus Taguspark, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2019/07/08 - 2019/07/08 Represented both INESC-ID and CMU Portugal, João demonstrated the INSIDE Project's robot "Astro", a robot capable of interacting with people and assisting children.
Meeting
 Ciência 2019 - Encontro de Ciência e Tecnologia em Portugal
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2020/01/01 - 2020/07/01 Ethics in Computer Science Ciências de Engenharia - Engenharia Informática e de Computadores (Licenciatura) Universidade de Lisboa Instituto Superior Técnico, Portugal
2019/02/18 - 2019/02/18 Ethics in Computer Science Ciências de Engenharia - Engenharia Informática e de Computadores (Licenciatura) Universidade de Lisboa Instituto Superior Técnico, Portugal
Distinctions

Other distinction

2022 Diploma de Docentes Excelentes
Universidade de Lisboa Instituto Superior Técnico, Portugal
2014 Best of Class - Introduction to Algorithms & Data Structures (19/20, 1st of 80 students)
Universidade de Lisboa Instituto Superior Técnico, Portugal