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Alberto Sardinha Email icon Webpage icon

Degree :
PhD
Institution :
IST and INESC-ID
Address :
IST Taguspark, Av. Prof. Dr. Cavaco Silva, 2744-016 Porto Salvo, Portugal
Office :
2N9.13
Telephone :


Interests

I am currently an Assistant Professor in the Department of Computer Science and Engineering at IST (Instituto Superior Técnico), Portugal, and a Researcher at GAIPS / INESC-ID. My research interests include the fields of automated trading agents, multi-agent systems, machine learning, agent-oriented software engineering and automated software engineering. I am interested in each of these fields individually, as well as their intersections. Here is my Google Scholar profile: http://scholar.google.com/citations?user=ki58SvAAAAAJ


Current Projects
iLU - Integrative Learning from Urban Data and Situational Context for City Mobility Optimization Ad Hoc Teams With Humans And Robots HOTSPOT - Human-robOt TeamS without PrecoOrdinaTion


Publications

  A Methodology for the Development of RL-Based Adaptive Traffic Signal Controllers
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Guilherme Varela and Pedro Santos and Alberto Sardinha and Francisco S. Melo, AAAI Workshop on AI for Urban Mobility (AI4UM), February, 2021

Ad Hoc Teamwork in the Presence of Non-Stationary Teammates
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Pedro M. Santos and João Ribeiro and Alberto Sardinha and Francisco S. Melo, 20th EPIA Conference on Artificial Intelligence, September, 2021

Helping People On The Fly: Ad Hoc Teamwork for Human-Robot Teams
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João Ribeiro and Miguel Faria and Alberto Sardinha and Francisco S. Melo, 20th EPIA Conference on Artificial Intelligence, September, 2021

MARE: an Active Learning Approach for Requirements Classification
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Cláudia Magalhães and Alberto Sardinha and João Araújo, RE@Next! track of the 29th IEEE International Requirements Engineering Conference, September, 2021

One Arm to Rule Them All: Online Learning with Multi-armed Bandits for Low-resource Conversational Agents
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Vânia Mendonça and Luísa Coheur and Alberto Sardinha, 20th EPIA Conference on Artificial Intelligence, September, 2021

Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort
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Vânia Mendonça and Ricardo Rei and Luísa Coheur and Alberto Sardinha and Ana Lúcia Santos, The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), August, 2021

  Feed-in Tariff Contract Schemes and Regulatory Uncertainty
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Luciana Barbosa and Claudia Nunes and Artur Rodrigues and Alberto Sardinha, European Journal of Operational Research, Elsevier, 2020

Investment Timing and Social Welfare under Feed-in Tariff Contract Schemes
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Luciana Barbosa and Artur Rodrigues and Alberto Sardinha, 29th European Financial Management Association (EFMA) Conference, June, 2020

Query Strategies, Assemble! Active Learning with Expert Advice for Low-resource Natural Language Processing
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Vânia Mendonça and Alberto Sardinha and Luísa Coheur and Ana Lúcia Santos, IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2020), July, 2020

  Análise Estatística de Dados Financeiros
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Cláudia Nunes and Conceição Amado and Alberto Sardinha

L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations
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Eugénio Ribeiro and Vânia Mendonça and Ricardo Ribeiro and David Martins Matos and Alberto Sardinha and Ana Lúcia Santos and Luísa Coheur, Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019), May, 2019

Project INSIDE: towards autonomous semi-unstructured human–robot social interaction in autism therapy
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Francisco S. Melo and Alberto Sardinha and David Belo and Marta Couto and Miguel Faria and Anabela Farias and Hugo Gambôa and Cátia Jesus and Mithun Kinarullathil and Pedro Lima and Luís Luz and André Mateus and Isabel Melo and Plinio Moreno and Daniel Osório and Ana Paiva and Jhielson Pimentel and João Rodrigues and Pedro Sequeira and Rubén Solera-Ureña and Miguel Vasco and Manuela Veloso and Rodrigo Ventura, Artificial Intelligence in Medicine, Vol. 96, pg. 198 - 216, 2019

  Feed-in Tariff Contract Schemes in Oligopoly
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Luciana Barbosa and Artur Rodrigues and Alberto Sardinha, The 22nd Annual International Real Options Conference, 2018

Feed-in Tariff Contract Schemes in Oligopoly
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Luciana Barbosa and Artur Rodrigues and Alberto Sardinha, 10th Portuguese Finance Network Conference, 2018

Feed-in tariffs with minimum price guarantees and regulatory uncertainty
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Luciana Barbosa and Paulo Ferrão and Artur Rodrigues and Alberto Sardinha, Energy Economics, Vol. 72, pg. 517 - 541, 2018

Interactive Consoles for Adjustable Autonomy in Assistive Robots: a Case Study with ASD Children
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Jhielson M Pimentel and Carla Guerra and Pedro Sequeira and Andre Mateus and Alberto Sardinha and Francisco S. Melo and Pedro U Lima, Workshop: Robots for Assisted Living (IROS 2018), 2018

NAPP: comunicar melhor num programa de mentorado
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Carla Boura Costa and Catarina Alexandra Pereira Cepeda and Alberto Sardinha and Ana Moura Santos, 5o. Congresso Nacional de Práticas Pedagógicas no Ensino Superior (CNaPPES.18), 2018

Project INSIDE: Towards Autonomous Semi-Unstructured Human-Robot Social Interaction in Autism Therapy
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Francisco S. Melo and Alberto Sardinha and Miguel Faria and Ana Paiva and Ruben Solera and Miguel Vasco and Mithun Kinarullathil and Pedro Lima and Luís Luz and André Mateus and Jhielson Pimentel and Rodrigo Ventura and Marta Couto and Anabela Farias and Isabel Melo and Hugo Gambôa and David Belo and Daniel Osório and João Rodrigues and Pedro Sequeira and Manuela Veloso

  A Conversational Agent Powered by Online Learning
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Vânia Mendonça and Francisco S. Melo and Luísa Coheur and Alberto Sardinha, Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, pg. 1637--1639, International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2017

Napp - desenvolvimento de uma aplicação móvel no âmbito do programa sucesso escolar
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Carla Costa and Pedro Veiga and Ana Moura Santos and Alberto Sardinha, 4o. Congresso Nacional de Práticas Pedagógicas no Ensino Superior (CNaPPES.17), 2017

NAPP: Connecting Mentors and Students at Técnico Lisboa
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Pedro Veiga and Alberto Sardinha and Ana Moura Santos and Carla Boura, Data Driven Approaches in Digital Education, pg. 610--613, Springer International Publishing, Cham, 2017

Online Learning for Conversational Agents
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Vânia Mendonça and Francisco S. Melo and Luísa Coheur and Alberto Sardinha, Progress in Artificial Intelligence, pg. 739--750, Springer International Publishing, 2017

  Ad hoc teamwork by learning teammates' task
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Francisco S. Melo and Alberto Sardinha, Autonomous Agents and Multi-Agent Systems, Vol. 30, No. 2, pg. 175--219, Mar, 2016

Ad Hoc Teamwork by Learning Teammates' Task
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Francisco S. Melo and Alberto Sardinha, Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, pg. 577--578, International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2016

Analysis of Renewable Energy Policy: Feed-in Tariffs with Minimum Price Guarantees
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Luciana Barbosa and Paulo Ferrão and Artur Rodrigues and Alberto Sardinha, 6th MIT Portugal Program Conference, 2016

VITHEA-Kids: Adapting The VITHEA Platform To Children With Autism Spectrum Disorder
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Vânia Mendonça and Annamaria Pompili and Alberto Sardinha and Luísa Coheur, VI Workshop on Linguistics, Language Development and Impairment, 2016

VITHEA-Kids: Improving the Linguistic Skills of Children with Autism Spectrum Disorder
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Vânia Mendonça and Cláudia Filipe and Luísa Coheur and Alberto Sardinha, 12th International Conference, Computational Processing of the Portuguese Language (PROPOR), july, 2016

  An equilibrium analysis of feed-in tariff remunerations
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Luciana Barbosa and Alberto Sardinha and Monika Tarsalewska and Paulo Ferrão and Artur Rodrigues, 5th MIT Portugal Program Conference, 2015

VITHEA-Kids: A Platform for Improving Language Skills of Children with Autism Spectrum Disorder
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Vânia Mendonça and Luísa Coheur and Alberto Sardinha, Proceedings of the 17th International ACM SIGACCESS Conference on Computers & Accessibility, pg. 345--346, ACM, New York, NY, USA, 2015

  Managerial Flexibilities and Competition in Renewable Energy Investment
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Luciana Barbosa and Alberto Sardinha and Monika Tarsalewska and Paulo Ferrão and Artur Rodrigues, 4th MIT Portugal Program Conference, June, 2014

Migration Between Two Embodiments of an Artificial Pet
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Paulo Gomes and Alberto Sardinha and Elena Márquez Segura and Henriette Cramer and Ana Paiva, International Journal of Humanoid Robotics, Vol. 11, No. 1, pg. 1450001 (32 pages), 2014

  An equilibrium analysis of feed-in tariff remuneration: market-dependent and market independent models.
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Luciana Salles Barbosa and Monika Tarsalewska and Alberto Sardinha, Conference on Corporate Sustainability and Eco-innovations, November, 2013

Conflict Identification with EA-Analyzer
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Alberto Sardinha and Ruzanna Chitchyan and João Araújo and Ana Moreira and Awais Rashid, Aspect-Oriented Requirements Engineering, Springer, Moreira, A.; Chitchyan, R.; Araújo, J.; Rashid, A., 2013

Deploying a Renewable Energy Project: An Equilibrium Analysis
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Luciana Barbosa and Alberto Sardinha, 1st International Congress on Energy & Environment, Porto, Portugal, May 2013, May, 2013

EA-Analyzer: Automating Conflict Detection in a Large Set of Textual Aspect-Oriented Requirements
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Alberto Sardinha and Ruzanna Chitchyan and Nathan Weston and Phil Greenwood and Awais Rashid, Automated Software Engineering, Vol. 20, No. 1, pg. 111-135, March, 2013

  Decentralized Multiagent Planning for Balance Control in Smart Grids
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Francisco S. Melo and Alberto Sardinha and Stefan Witwicki and Laura M. Ramirez-Elizondo and Matthijs T. J. Spaan, International Workshop on Information Technology for Energy Applications (IT4ENERGY 2012), September, 2012

EA-Tracer: Identifying Traceability Links between Code Aspects and Early Aspects
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Alberto Sardinha and Nan Niu and Yijun Yu and Awais Rashid, Proc. of the 27th ACM Symposium on Applied Computing (ACM SAC’12), Riva del Garda, Italy, pg. 1035-1042, March 25-29, 2012

Electronic Markets and Multiagent Systems
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Alberto Sardinha and Ruy L. Milidiú, In: Karim Rezaul (Ed.). Strategic and Pragmatic E-Business: Implications for Future Business Practices, pg. 56-71, Chap. 3, IGI Global, 2012

Managerial Flexibilities and Competition in Shopping Center Investment. Real Options Approach to Real Estate
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Luciana Salles Barbosa and Monika Tarsalewska and Alberto Sardinha, 4th ReCapNet Conference: Real Estate Markets and Capital Markets, Mannheim, Germany, October, 2012