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Dr Leandro Soriano Marcolino

Lecturer in Data Engineering

  1. 2020
  2. Published

    Special issue of Teams in Multiagent Systems (TEAMAS): Preface

    Andrejczuk, E., Alberola, J. M., Marcolino, L. & Torroni, P., 12/05/2020, In : Fundam Inf. 174, 1, p. 61-62 2 p.

    Research output: Contribution to journalEditorial

  3. Forthcoming

    Decentralised Task Allocation in the Fog: Estimators for Effective Ad-hoc Teamwork

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 25/03/2020, (Accepted/In press).

    Research output: Contribution to conference - Without ISBN/ISSN Conference paper

  4. Forthcoming

    Straight to the Point: Fast-forwarding Videos via Reinforcement Learning Using Textual Data

    De Souza Ramos, W., Silva, M. M., Araujo, E. R., Soriano Marcolino, L. & Nascimento, E. R., 27/02/2020, (Accepted/In press) Proceedings of the 2020 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2020.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  5. Forthcoming

    On-line Estimators for Ad-hoc Task Allocation: Extended Abstract

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 15/01/2020, (Accepted/In press) Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  6. Forthcoming

    Real-time Learning and Planning in Environments with Swarms: A Hierarchical and a Parameter-based Simulation Approach

    Pelcner, L., Li, S., Do Carmo Alves, M., Soriano Marcolino, L. & Collins, A., 15/01/2020, (Accepted/In press) Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020). 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  7. 2019
  8. Published

    Towards Evolving Cooperative Mapping for Large-Scale UAV Teams

    Shafipour Yourdshahi, E., Angelov, P. P., Soriano Marcolino, L. & Tsianakas, G., 31/01/2019, 2018 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, p. 2262-2269 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  9. 2018
  10. Published

    Towards Large Scale Ad-hoc Teamwork

    Shafipour Yourdshahi, E., Pinder, T., Dhawan, G., Soriano Marcolino, L. & Angelov, P. P., 13/09/2018, 2018 IEEE International Conference on Agents (ICA). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  11. Published

    Please be an Influencer? Contingency-Aware Influence Maximization

    Yadav, A., Noothigattu, R., Rice, E., Onasch-Vera, L., Soriano Marcolino, L. & Tambe, M., 10/07/2018, AAMAS '18 Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems. Dastani, M., Sukthankar, G., Andre, E. & Koenig, S. (eds.). Richland SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 1423-1421 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  12. Published

    Algorithms or Actions? A Study in Large-Scale Reinforcement Learning

    Rocha Tavares, A., Anbalagan, S., Soriano Marcolino, L. & Chaimowicz, L., 1/07/2018, Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18). International Joint Conferences on Artificial Intelligence, p. 2717-2723 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  13. 2017
  14. Published

    Emerging Sounds Through Implicit Cooperation: A Novel Model for Dynamic Music Generation

    Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & Tavares Dos Passos, Y., 11/2017, Proceedings of the 13th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE'17). Magerko, B. & Rowe, J. (eds.). AAAI, p. 186-192 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  15. Published

    Every team deserves a second chance: an extended study on predicting team performance

    Soriano Marcolino, L., Lakshminarayanan, A., Nagarajan, V. & Tambe, M., 09/2017, In : Autonomous Agents and Multi-Agent Systems. 31, 5, p. 1003-1054 52 p.

    Research output: Contribution to journalJournal article

  16. Published

    Avoiding target congestion on the navigation of robotic swarms

    Soriano Marcolino, L., Tavares Dos Passos, Y., de Souza, Á. A. F., Rodrigues, A. D. S. & Chaimowicz, L., 08/2017, In : Autonomous Robots. 41, 6, p. 1297-1320 24 p.

    Research output: Contribution to journalJournal article

  17. Published

    Bang: a system for training and visualization in multi-agent team formation

    Antunes Silva, S., Renato Dias, S. & Soriano Marcolino, L., 8/05/2017, AAMAS '17 Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems São Paulo, Brazil — May 08 - 12, 2017 . Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 1781-1783 3 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  18. Published

    Blind Creation: Emerging Music Through Implicit Collaboration

    Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & dos Passos, Y. T., 05/2017. 14 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paper

  19. Published

    Ten years on, the iPhone has taken us back as many steps as it has taken us forward

    Soriano Marcolino, L. & Sahb, R., 9/01/2017, The Conversation

    Research output: Other contribution

  20. 2016
  21. Published

    Simultaneous influencing and mapping social networks (Extended Abstract)

    Soriano Marcolino, L., Lakshminarayanan, A., Yadav, A. & Tambe, M., 9/05/2016, AAMAS '16 Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 1439-1440 2 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  22. Published

    Jikan to Kukan: a hands-on musical experience in AI, games and art

    Rossmann Martins, G., Escarce Junior, M. & Soriano Marcolino, L., 5/03/2016, Proceedings of the 30th Conference on Artificial Intelligence (AAAI 2016). AAAI, p. 4377-4388 2 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  23. Published

    Simultaneous influencing and mapping for health interventions

    Soriano Marcolino, L., Lakshminarayanan, A., Yadav, A. & Tambe, M., 12/02/2016, 3rd Workshop on Expanding the Boundaries of Health Informatics Using AI (HIAI'16). AAAI, 13 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  24. Published

    Multi-agent team formation for design problems

    Soriano Marcolino, L., Xu, H., Gerber, D. J., Kolev, B., Price, S., Pantazis, E. & Tambe, M., 2016, Coordination, Organizations, Institutions, and Normes in Agent Systems XI: COIN 2015 International Workshops, COIN@AAMAS, Istanbul, Turkey, May 4, 2015, COIN@IJCAI, Buenos Aires, Argentina, July 26, 2015, Revised Selected Papers. Dignum, V., Noriega, P., Sensoy, M. & Sichman, J. S. (eds.). Springer, p. 354-375 22 p. (Lecture Notes in Computer Science; vol. 9628).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  25. Published

    PSINET: assisting HIV prevention amongst homeless youth by planning ahead

    Yadav, A., Soriano Marcolino, L., Rice, E., Petering, R., Winetrobe, H., Rhoades, H., Tambe, M. & Carmichael, H., 2016, Ai Magazine, 37, 2, p. 47-62 16 p.

    Research output: Contribution to specialist publicationFeatured article

  26. Published

    Three fundamental pillars of decision-centered teamwork

    Soriano Marcolino, L., 2016, 243 p.

    Research output: ThesisDoctoral Thesis

  27. 2015
  28. Published

    The power of teams that disagree: team formation in large action spaces

    Soriano Marcolino, L., Xu, H., Xin Jiang, A., Tambe, M. & Bowring, E., 7/11/2015, Coordination, Organizations, Institutions and Norms in Agent Systems X: COIN 2014 International Workshops, COIN@AAMAS, Paris, France, May 6, 2014, COIN@PRICAI, Gold Coast, QLD, Australia, December 4, 2014, Revised Selected Papers. Ghose, A., Oren, N., Telang, P. & Thangarajah, J. (eds.). Springer, p. 213-232 20 p. (Lecture Notes in Computer Science; vol. 9372).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)

  29. Published

    Design agency: prototyping multi-agent systems in architecture

    Gerber, D. J., Pantazis, E. & Soriano Marcolino, L., 16/06/2015, Computer-Aided Architectural Design Futures. The Next City - New Technologies and the Future of the Built Environment: 16th International Conference, CAAD Futures 2015, São Paulo, Brazil, July 8-10, 2015. Selected Papers. Celani, G., Moreno Sperling, D. & Moara Santos Franco, J. (eds.). Springer, p. 213-235 23 p. (Communications in Computer and Information Science; vol. 527).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  30. Published

    Agent teams for design problems

    Soriano Marcolino, L., Xu, H., Gerber, D. J., Kolev, B., Price, S., Pantazis, E. & Tambe, M., 4/05/2015, 19th International Workshop on Coordination, Organisations, Institutions and Norms (COIN 2015). Noriega, P. & Sensoy, M. (eds.). AAMAS, p. 189-204 16 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  31. Published

    Every team deserves a second chance: Identifying when things go wrong

    Nagarajan, V., Soriano Marcolino, L. & Tambe, M., 05/2015, Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2015). p. 695-703 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  32. Published

    A multi-agent systems for design simulation framework: experiments with virtual-physical-social feedback for architecture

    Gerber, D. J., Pantazis, E., Soriano Marcolino, L. & Heydarian, A., 12/04/2015, Proceedings of the 6th Symposium on Simulation for Architecture and Urban Design (SimAUD 2015). Gerber, D. (ed.). Society for Modeling & Simulation International ( SCS ), 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  33. Published

    Multi-agent team formation: solving complex problems by aggregating opinions (Doctoral Consortium)

    Soriano Marcolino, L., 4/03/2015, Proceedings of the 29th Conference on Artificial Intelligence (AAAI 2015). AAAI, p. 4257-4258 2 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  34. Published

    Agents vote for the environment: designing energy-efficient architecture

    Soriano Marcolino, L., Gerber, D. J., Kolev, B., Price, S., Pantazis, E., Tiam, Y. & Tambe, M., 2015, AAAI Workshop on Computational Sustainability (AAAI 2015).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  35. Published

    Every team deserves a second chance: An Interactive 9x9 Go Experience (Demonstration)

    Nagarajan, V., Soriano Marcolino, L. & Tambe, M., 2015, AAMAS '15 Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems. International Foundation for Autonomous Agents and Multiagent Systems, p. 1909-1910 2 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  36. Published

    Every team deserves a second chance: identifying when things go wrong (Student Abstract)

    Nagarajan, V., Soriano Marcolino, L. & Tambe, M., 2015, Proceedings of the 29th Conference on Artificial Intelligence (AAAI 2015). p. 4184-4185 2 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  37. Published

    Every team makes mistakes: an initial report on predicting failure in teamwork

    Nagarajan, V., Soriano Marcolino, L. & Tambe, M., 2015, AAAI Workshop Learning for General Competency in Video Games (AAAI 2015). AAAI, p. 35-42 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  38. Published

    Every team makes mistakes, in large action spaces

    Soriano Marcolino, L., Nagarajan, V. & Tambe, M., 2015, 9th Multidisciplinary Workshop on Advances in Preference Handling (M-PREF 2015). 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  39. Published

    Preventing HIV spread in homeless populations using PSINET: emerging application case study

    Yadav, A., Soriano Marcolino, L., Rice, E., Petering, R., Winetrobe, H., Rhoades, H., Tambe, M. & Carmichael, H., 2015, Proceedings of the 27th Conference on Innovative Applications of Artificial Intelligence (IAAI 2015). IAAI, p. 4006-4011 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  40. Published

    PSINET - an online POMDP solver for HIV prevention in homeless populations

    Yadav, A., Soriano Marcolino, L., Rice, E., Petering, R., Winetrobe, H., Rhoades, H., Tambe, M. & Carmichael, H., 2015, Proceedings of the AAAI-15 Workshop on Planning, Search, and Optimization (PlanSOpt-15).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  41. Published

    Three fundamental pillars of multi-agent team formation (Doctoral Consortium)

    Soriano Marcolino, L. & Tambe, M., 2015, Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2015). AAMAS, 2 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  42. Published

    Unleashing the power of multi-agent voting teams

    Soriano Marcolino, L. & Tambe, M., 2015, Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015). IJCAI, p. 4399-4400 2 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  43. 2014
  44. Published

    Diverse randomized agents vote to win

    Xin Jiang, A., Soriano Marcolino, L., Procaccia, A. D., Sandholm, T., Shah, N. & Tambe, M., 12/2014, Proceedings of the 28th Neural Information Processing Systems Conference (NIPS 2014). 20 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  45. Published

    Give a hard problem to a diverse team: exploring large action spaces

    Soriano Marcolino, L., Xu, H., Xin Jiang, A., Tambe, M. & Bowring, E., 08/2014, Proceedings of the 28th Conference on Artificial Intelligence (AAAI 2014). Québec, Canada, 7 p. (Proceedings of the 28th Conference on Artificial Intelligence (AAAI 2014)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  46. Published

    A detailed analysis of a multi-agent diverse team

    Soriano Marcolino, L., Zhang, C., Xin Jiang, A. & Tambe, M., 4/06/2014, Coordination, Organizations, Institutions and Norms in Agent Systems IX: COIN 2013 International Workshops, COIN@AAMAS, St. Paul, MN, USA, May 6, 2013, COIN@PRIMA, Dunedin, New Zealand, December 3, 2013, Revised Selected Papers. Balke, T., Dignum, F., van Riemsdijk, M. B. & Chopra, A. K. (eds.). Springer, p. 3-24 22 p. (Lecture Notes in Computer Science; vol. 8386).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter (peer-reviewed)

  47. Published

    Aggregating opinions to design energy-efficient buildings

    Soriano Marcolino, L., Kolev, B., Price, S., Palangat Veetil, S., Gerber, D. J., Musil, J. & Tambe, M., 2014, 8th Multidisciplinary Workshop on Advances in Preference Handling (M-PREF 2014).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  48. Published

    Team formation in large action spaces

    Soriano Marcolino, L., Xu, H., Xin Jiang, A., Tambe, M. & Bowring, E., 2014, 17th International Workshop on Coordination, Organisations, Institutions and Norms (COIN 2014).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  49. 2013
  50. Published

    Diversity beats strength? a hands-on experience with 9x9 go (Demonstration)

    Soriano Marcolino, L., Chen, D., Xin Jiang, A. & Tambe, M., 2013, Proceedings of the 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2013).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  51. Published

    Diversity beats strength? towards forming a powerful team

    Soriano Marcolino, L., Xin Jiang, A. & Tambe, M., 2013, 15th International Workshop on Coordination, Organisations, Institutions and Norms (COIN 2013).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  52. Published

    Multi-agent team formation: diversity beats strength?

    Soriano Marcolino, L., Xin Jiang, A. & Tambe, M., 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013). Beijing, China: IJCAI

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  53. 2011
  54. Published

    Multi-agent Monte Carlo go

    Soriano Marcolino, L. & Matsubara, H., 2011, AAMAS '11 The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 1. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, Vol. 1. p. 21-28 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  55. Published

    Multi-agent Monte Carlo go

    Soriano Marcolino, L., 2011, Future University Hakodate.

    Research output: ThesisMaster's Thesis

  56. 2010
  57. Published

    Genome visualization in space

    Soriano Marcolino, L., Couto, B. R. G. M. & dos Santos, M. A., 2010, Advances in Bioinformatics: 4th International Workshop on Practical Applications of Computational Biology and Bioinformatics 2010 (IWPACBB 2010). Rocha, M. P., Riverola, F. F., Shatkay, H. & Corchado, J. M. (eds.). Springer, p. 225-232 8 p. (Advances in Intelligent and Soft Computing; vol. 74).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  58. Published

    Visualizing high dimensional and multivariate data applying singular value decomposition followed by optimization

    Couto, B. R. G. M., Boaventura, M. A., Soriano Marcolino, L. & dos Santos, M. A., 2010.

    Research output: Contribution to conference - Without ISBN/ISSN Abstract

  59. 2009
  60. Published

    Traffic control for a swarm of robots: avoiding target congestion

    Soriano Marcolino, L. & Chaimowicz, L., 10/10/2009, Proceedings of the 2009 IEEE International Conference on Intelligent Robots and Systems (IROS 2009). St. Louis, MO: IEEE, p. 1955-1961 7 p. (Intelligent Robots and Systems, 2009. IROS 2009. IEEE/RSJ International Conference on).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  61. Published

    Algoritmos de Coordenação para Enxames de Robôs

    Soriano Marcolino, L. & Chaimowicz, L., 2009, In : Revista Eletrônica de Iniciação Científica. 9, 3, 20 p.

    Research output: Contribution to journalJournal article

  62. Published

    Traffic control for a swarm of robots: avoiding group conflicts

    Soriano Marcolino, L. & Chaimowicz, L., 2009, Proceedings of the 2009 IEEE International Conference on Intelligent Robots and Systems (IROS 2009). St. Louis, MO: IEEE, p. 1949-1954 6 p. (Intelligent Robots and Systems, 2009. IROS 2009. IEEE/RSJ International Conference on).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  63. 2008
  64. Published

    A coordination mechanism for swarm navigation: experiments and analysis (Short Paper)

    Soriano Marcolino, L. & Chaimowicz, L., 2008, Proceedings of the Seventh International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008). International Foundation for Autonomous Agents and Multiagent Systems, 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  65. Published

    Controle de Tráfego para um Enxame de Robôs

    Soriano Marcolino, L., 2008, Universidade Federal de Minas Gerais.

    Research output: Other contribution

  66. Published

    Experiments in the coordination of large groups of robots

    Soriano Marcolino, L. & Chaimowicz, L., 2008, Advances in Artificial Intelligence - SBIA 2008: 19th Brazilian Symposium on Artificial Intelligence Savador, Brazil, October 26-30, 2008. Proceedings. Zaverucha, G. & Loureiro Costa, A. (eds.). Berlin: Springer-Verlag, p. 268-277 10 p. (Lecture Notes in Computer Science; vol. 5249).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  67. Published

    No robot left behind: coordination to overcome local minima in swarm navigation

    Soriano Marcolino, L. & Chaimowicz, L., 2008, Proceedings of the 2008 IEEE International Conference on Robotics and Automation. Pasadena, California, p. 1904-1909 6 p. (Robotics and Automation, 2008. ICRA 2008. IEEE International Conference on).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

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