Current Ph.D. Students:

Guilherme Varela (DEIC, IST)

João Ribeiro (DEIC, IST)

Pedro P. Santos (DEIC, IST)

Fábio Vital (DEIC, IST)

Ana Carrasco (DEIC, IST)

Antônio Azambuja (DI, PUC-Rio)

Current M.Sc. Students:

Felipe Kestelman (DI, PUC-Rio)

João Darze (DI, PUC-Rio)

Mateus Levi (DI, PUC-Rio)

Flavio Silva (DI, PUC-Rio)

Alumni (Postdocs):

Anna Carolina Finamore

Alumni (Ph.D.):

Vânia Mendonça (2022): Best of All Worlds for Low-resource Natural Language Processing (Co-advised with Luísa Coheur)

Alumni (M.Sc.):

Joana Raposo (2023): Trust in Human-Robot Ad Hoc Teamwork (Co-advised with Ana Paiva).

Tiago Fonseca (2023): Apollo: self-learning robots in medical centres (Co-advised with Pedro Lima).

João Porto (2023): Predicting startup outcomes: a KDD approach for the application of deep learning techniques to predict startup outcomes (Co-advised with Luciana Barbosa).

Eduardo Paiva (2023): Ad hoc teamwork using deep model-based reinforcement learning (Co-advised with Francisco S. Melo).

João Azevedo (FCT-UNL) (2023): A machine learning-based framework for requirements classification (Co-advised with João Araújo).

Gonçalo Querido (2022): Learning to perceive in deep model-free reinforcement learning (Co-advised with Francisco S. Melo).

Filipe Sousa (2022): Ad hoc teamwork using approximate representations (Co-advised with Francisco S. Melo).

Pedro Chanca (2022): Multi-Armed Bandits for Selection of Risk-Based Portfolios with Transaction Costs (Co-advised with Cláudia Nunes Philippart).

Miguel Coelho (2021): Critical Review of Reinforcement Learning Based Adaptive Traffic Signal Control (Co-advised with Francisco S. Melo).

Francisco Delgado (2021): Playing Soccer with Deep Reinforcement Learning.

Fábio Vital (2021): Perceive, Represent, Generate: Translating Multimodal Information to Robotic Motion Trajectories (Co-advised with Francisco S. Melo).

Cassandro Martinho (2021): Ad Hoc Teamwork under Partial Observability (Co-advised with Francisco S. Melo).

Ana Nunes (2021): Use of Learning Mechanisms to Improve Wind Farms Operation Conditions Monitoring (Co-advised with Hugo Morais).

Cláudia Magalhães (FCT-UNL) (2021): MARE: A Machine Learning Approach for Requirements (Co-advised with João Araújo).

Pedro P. Santos (2021): Traffic Light Control using Deep Reinforcement Learning (Co-advised with Francisco S. Melo).

Pedro M. Santos (2021): Ad Hoc Teamwork in the presence of non-stationary teammates (Co-advised with Francisco S. Melo).

Dário de Sá (2021): NAPP v2.0: Integration of freshmen students in Instituto Superior Técnico Campus Taguspark (Co-advised with Ana M. Santos).

João Guerreiro (2021): Learning Agent in the Ms. Pac-Man vs Ghosts game.

João Pirralha (2021): Playing Soccer with Unknown Teammates.

Sílvia Timóteo (2020): VITHEA-Kids 3.0 (Co-advised with Luísa Coheur).

Miguel Maximiano (2019): Ms.Pac-Man vs Ghost Team - A Monte Carlo Tree Search Approach.

Francisco Maria (2019): MyCampus Chatbot - A Conversational Agent that offers information to IST Students.

João Loureiro (2019): Bets Helper - A Sports Betting Chatbot.

Tiago Santos (2018): Adopting Microservices - Migrating a HR tool from a monolithic architecture.

Gonçalo Rodrigues (2018): Ad hoc teamwork with unknown task model and teammate behavior (Co-advised with Francisco S. Melo).

Catarina Cepeda (2018): Visualising Data in NAPP Web Application (Co-advised with Ana M. Santos).

José Azinheira (2018): Systems Integration within Cyber-Physical Systems.

João Peixoto (2018): Controladores Ghost Team Hybrid e Bullseye - Eficiência de controladores Ghost Team com Observação Parcial.

Diogo Cruz (2018): Service Integration Framework for TIBCO ActiveMatrix BusinessWorks 6.

Pedro Veiga (2017): NAPP: Connecting mentors and students at Técnico Lisboa (Co-advised with Ana M. Santos).

Hugo Martins (2017): Análise de consumo de energia de PMEs (Co-advised with Francisco S. Melo).

Cláudia Filipe (2017): VITHEA Kids 2.0 - An application to help children with communication disorders (Co-advised with Luísa Coheur).

Rodrigo Monteiro (2016): Intelligent Agents Coordination in Ad Hoc Teams (Co-advised with Francisco S. Melo).

Paulo Martins (2016): Sports Betting - Tipster Platform.

Mafalda Rosado (2016): Adopt a Student.

Vânia Mendonça (2015): Extending VITHEA in order to improve children's linguistic skills (Co-advised with Luísa Coheur).

Ana Narciso (2015): Debt Analytics: Proactive prediction of debtors in the telecommunications industry (Co-advised with Francisco S. Melo).

Cátia Rosa (2015): iPad Apps in Teaching Programs for Kids with Autism Spectrum Disorder.

Jhonny Aldeia (2015): Comparador de Preços Inteligente.

Ricardo Carvalho (2014): CargoStats: Extracção automática de informação em dados de transporte (Co-advised with Francisco S. Melo).

Henrique Fonseca (2014): TAC SCM - Negociação automatizada para uma Cadeia de Fornecimento.

Bruno Sá (2013): PowerTAC: Negociação automatizada para o Mercado de Energia.