20092019

Research output per year

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Personal profile

Research interests

My work focus on interdisciplinary research applied to the state of the art autonomous intelligent robotics and human-robot interaction. I am particularly interested in:• Evolutionary Robotics, Swarm Intelligence• Biologically-inspired algorithms such as Artificial Neural Networks, Artificial Immune Systems, Artificial Endocrine Systems and Learning Classifier Systems• Computational Neuroscience• Data Mining and Machine Learning

Biography

I was a Research Fellow at the Centre for Computational Neuroscience and Robotics (CCNR) within the Department of Informatics at the University of Sussex, England, United Kingdom, until September 2008. I received my PhD in Computer Engineering in 2005, focusing on Computational Intelligence, Bio-inspired Algorithms and Machine Learning at the Department of Computer Engineering and Industrial Automation DCA , Faculty of Electrical and Computer Engineering FEEC, State University of Campinas UNICAMP in São Paulo, Brazil. I have a Master’s Degree in Computer Science, focusing on Computational Intelligence at the Department of Systems Engineering (DENSIS), Faculty of Electrical and Computer Engineering FEEC, State University of Campinas UNICAMP in São Paulo, Brazil. I a member of the and HYPERLINK "http://www.ieee-ras.org/" \o "IEEE Robotics website" IEEE Robotics and Automation Society.IEEE I am also a member of SICSA theme groups: Complex Systems Engineering, Modelling and Abstraction and Multimodal Interaction.

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Research Output

A Cellular Automata-Based Path-Planning for a Cooperative and Decentralized Team of Robots

Oliveira, G. M. B., Silva, R. G. O., Ferreira, G. B. S., Couceiro, M. S., Do Amaral, L. R., Vargas, P. A. & Martins, L. G. A., 8 Aug 2019, 2019 IEEE Congress on Evolutionary Computation (CEC). IEEE, p. 739-746 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Towards a Smart Fault Tolerant Indoor Localization System through Recurrent Neural Networks

    Carvalho, E. C., Ferreira, B. V., Filho, G. P. R., Gomes, P. H., Freitas, G. M., Vargas, P. A., Ueyama, J. & Pessin, G., 30 Sep 2019, 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, 8852007. (International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • 26 Downloads (Pure)

    A Darwinian Swarm Robotics Strategy Applied to Underwater Exploration

    Griffiths Sánchez, N. D., Vargas, P. A. & Couceiro, M. S., 4 Oct 2018, 2018 IEEE Congress on Evolutionary Computation (CEC). IEEE, 8477738

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • An improved robot path planning model using cellular automata

    Martins, L. G. A., Cândido, R. D. P., Escarpinati, M. C., Vargas, P. A. & de Oliveira, G. M. B., 21 Jul 2018, TAROS 2018: Towards Autonomous Robotic Systems. Springer, p. 183-194 12 p. (Lecture Notes in Computer Science; vol. 10965).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Fear learning for flexible decision making in robocup: A discussion

    Rizzi, C., Johnson, C. G. & Vargas, P. A., 7 Sep 2018, RoboCup 2017: Robot World Cup XXI. Akiyama, H., Obst, O., Sammut, C. & Tonidandel, F. (eds.). Springer, p. 59-70 12 p. (Lecture Notes in Computer Science; vol. 11175).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • 10 Downloads (Pure)

    Prizes

    Spirit of Heriot-Watt Awards 2017, Outward Looking

    David Michael Lane (Recipient), Katrin Solveig Lohan (Recipient), Patricia A. Vargas (Recipient), Helen Hastie (Recipient), Frank Broz (Recipient), Sethu Vijayakumar (Recipient), Michael Hermann (Recipient), Mary Ellen Foster (Recipient), Sabine Hauert (Recipient), Micael S. Couceiro (Recipient), Lynne Baillie (Recipient), Mustafa Suphi Erden (Recipient), Iain James McEwen (Recipient), Alistair Campbell McConnell (Recipient), Robert Goodfellow (Recipient), Mauro Dragone (Recipient), Fulvio Mastrogiovanni (Recipient), Christian Dondrup (Recipient), Mei Yii Lim (Recipient), Sarah Anne Murphy (Recipient), Marta Vallejo (Recipient), Siobhan Duncan (Recipient) & Mohd Khairul Azmi Hassan (Recipient), 1 Jul 2017

    Prize: Prize (including medals and awards)