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Dr Leandro Soriano Marcolino

Lecturer in Data Engineering

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  1. Forthcoming

    Robust Federated Learning Method against Data and Model Poisoning Attacks with Heterogeneous Data Distribution

    Alharbi, E., Soriano Marcolino, L., Gouglidis, A. & Ni, Q., 15/07/2023, (Accepted/In press) 26th European Conference on Artificial Intelligence ECAI 2023- IOS Press. 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  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 Journal/Magazine › Editorial › peer-review

  3. 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/ISSN › Conference contribution/Paper › peer-review

  4. 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 › peer-review

  5. Published

    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., 5/08/2020, Proceedings of the 2020 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2020. IEEE, p. 10928-10937 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  6. Published

    AdLeap-MAS: An Open-source Multi-Agent Simulator for Ad-hoc Reasoning: Demonstration Track

    do Carmo Alves, M. A., Varma, A., Elkhatib, Y. & Soriano Marcolino, L., 9/05/2022, AAMAS '22: Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems. New York: ACM, p. 1893-1895 3 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  7. Forthcoming

    Information-guided Planning: An Online Approach for Partially Observable Problems

    do Carmo Alves, M. A., Varma, A., Elkhatib, Y. & Soriano Marcolino, L., 21/09/2023, (Accepted/In press) Thirty-seventh Conference on Neural Information Processing Systems.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. Forthcoming

    It Is Among Us: Identifying Adversaries in Ad-hoc Domains Using Q-valued Bayesian Estimations

    do Carmo Alves, M. A., Varma, A., Elkhatib, Y. & Soriano Marcolino, L., 21/12/2023, (Accepted/In press) Proc. of the 23rd International Conference on Autonomous Agents and Multiagent Systems. 23 ed. IFAAMAS, 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  9. 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/ISSN › Conference contribution/Paper › peer-review

  10. 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 › peer-review

  11. Published

    A Meta-interactive Compositional Approach that Fosters Musical Emergence through Ludic Expressivity

    Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & Rubegni, E., 30/09/2021, In: ACM - PACMHCI CHI PLAY. 5, CHI PLAY, p. 1-32 32 p., 262.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    The Aesthetics of Disharmony: Harnessing Sounds and Images for Dynamic Soundscapes Generation

    Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & Rubegni, E., 4/10/2023, In: ACM - PACMHCI CHI PLAY. 7, CHI PLAY, p. 665-698 34 p., 399.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. 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/ISSN › Conference contribution/Paper › peer-review

  14. 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/ISSN › Conference contribution/Paper › peer-review

  15. Published

    Computational prediction of potential inhibitors for SARS-COV-2 main protease based on machine learning, docking, MM-PBSA calculations, and metadynamics

    Gomes, I. D. S., Santana, C. A., Marcolino, L. S., Lima, L. H. F. D., Melo-Minardi, R. C. D., Dias, R. S., de Paula, S. O., Silveira, S. D. A. & Lodola, A. (ed.), 22/04/2022, In: PLoS ONE. 17, 4, 20 p., e0267471.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    The paradox of productivity during quarantine: an agent-based simulation

    Hardy, P., Soriano Marcolino, L. & F. Fontanari, J., 29/01/2021, In: European Physical Journal B. 94, 6 p., 40.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. Forthcoming

    Scale-Invariant Reinforcement Learning in Real-Time Strategy Games

    Harry Diniz Lemos, M. L., Vieira, R. E. S., Rocha Tavares, A., Soriano Marcolino, L. & Chaimowicz, L., 25/08/2023, (Accepted/In press) Proceedings of SBGames 2023.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  18. Published

    Silver: Novel Rendering Engine for Data Hungry Computer Vision Models

    Kerim, A., Soriano Marcolino, L. & Jiang, R., 15/08/2021.

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

  19. Forthcoming

    Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach

    Kerim, A., Chamone, F., De Souza Ramos, W., Soriano Marcolino, L., Nascimento, E. R. & Jiang, R., 30/09/2022, (Accepted/In press) The British Machine Vision Conference (BMVC). 14 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  20. Forthcoming

    Leveraging Synthetic Data to Learn Video Stabilization Under Adverse Conditions

    Kerim, A., De Souza Ramos, W., Soriano Marcolino, L., Nascimento, E. R. & Jiang, R., 24/10/2023, (Accepted/In press) IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  21. Published

    Stand by me: Learning to keep cohesion in the navigation of heterogeneous swarms

    M. Grabe, T., R. Inácio, F., Soriano Marcolino, L., G. Macharet, D. & Chaimowicz, L., 1/06/2021.

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

  22. Published

    Water level identification with laser sensors, inertial units, and machine learning

    M. Ranieri, C., V. K. Foletto, A., D. Garcia, R., N. Matos, S., M. G. Medina, M., Soriano Marcolino, L. & Ueyama, J., 31/01/2024, In: Engineering Applications of Artificial Intelligence. 127, Part A, 107235.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Forthcoming

    Multi-armed Bandits for Self-distributing Stateful Services across Networking Infrastructures

    Meletti Rappa, F., Rodrigues-Filho, R., R. Panisson, A., Soriano Marcolino, L. & Bittencourt, L., 1/03/2024, (Accepted/In press).

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

  24. Published

    Sparse Adversarial Video Attacks with Spatial Transformations

    Mu, R., Soriano Marcolino, L., Ruan, W. & Ni, Q., 22/11/2021.

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

  25. Published

    3DVerifier: efficient robustness verification for 3D point cloud models

    Mu, R., Ruan, W., Soriano Marcolino, L. & Ni, Q., 2/11/2022, In: Machine Learning. 2022, 28 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning

    Mu, R., Ruan, W., Soriano Marcolino, L., Jin, G. & Ni, Q., 7/02/2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. AAAI

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  27. Published

    Enhancing robustness in video recognition models: Sparse adversarial attacks and beyond

    Mu, R., Marcolino, L., Ni, Q. & Ruan, W., 31/03/2024, In: Neural Networks. 171, p. 127-143 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  28. Forthcoming

    ReCePS: Reward Certification for Policy Smoothed Reinforcement Learning

    Mu, R., Soriano Marcolino, L., Zhang, T., Zhang, Y., Huang, X. & Ruan, W., 10/12/2023, (Accepted/In press) Conference on Artificial Intelligence (AAAI-24): SRRAI Special Track.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  29. 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/ISSN › Conference contribution/Paper › peer-review

  30. 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/ISSN › Conference contribution/Paper › peer-review

  31. 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/ISSN › Conference contribution/Paper › peer-review

  32. 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/ISSN › Conference contribution/Paper › peer-review

  33. Published

    On the Throughput of the Common Target Area for Robotic Swarm Strategies

    Passos, Y. T., Duquesne, X. & Soriano Marcolino, L., 16/07/2022, In: Mathematics. 10, 14, 2482.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  34. Published

    Congestion control algorithms for robotic swarms with a common target based on the throughput of the target area

    Passos, Y. T., Duquesne, X. & Soriano Marcolino, L., 31/01/2023, In: Robotics and Autonomous Systems. 159, 19 p., 104284.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  35. Published

    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., 9/05/2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020). ACM, p. 1019–1027 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  36. Forthcoming

    Incentive-based MARL Approach for Commons Dilemmas in Property-based Environments: Extended Abstract

    Pelcner, L., do Carmo Alves, M. A., Soriano Marcolino, L., Harrison, P. & Atkinson, P., 21/12/2023, (Accepted/In press) Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. 23 ed. IFAAMAS, 3 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  37. Published

    Text-driven video acceleration: A weakly-supervised reinforcement learning method

    Ramos, W. L. D. S., Silva, M. M. D., Araujo, E., Moura, V., Martins de Oliveira, K. C., Soriano Marcolino, L. & Nascimento, E., 28/02/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 2, p. 2492-2504 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  38. 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/ISSN › Conference contribution/Paper › peer-review

  39. 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/ISSN › Conference contribution/Paper › peer-review

  40. 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/ISSN › Conference contribution/Paper › peer-review

  41. 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/ISSN › Conference contribution/Paper › peer-review

  42. Published

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

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 9/05/2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020). ACM, p. 1999–2001 3 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  43. Published

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

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 8/05/2020.

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

  44. Published

    On-Line Estimators for Ad-Hoc Task Allocation

    Shafipour Yourdshahi, E., Aparecido do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2020. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 1999–2001 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2020-May).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  45. Published

    On-line estimators for ad-hoc task execution: learning types and parameters of teammates for effective teamwork

    Shafipour Yourdshahi, E., do Carmo Alves, M. A., Varma, A., Soriano Marcolino, L., Ueyama, J. & Angelov, P., 13/08/2022, In: Autonomous Agents and Multi-Agent Systems. 36, 45.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  46. 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/ISSN › Conference contribution/Paper › peer-review

  47. 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/ISSN › Conference contribution/Paper › peer-review

  48. 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/ISSN › Conference contribution/Paper › peer-review

  49. 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/ISSN › Conference contribution/Paper › peer-review

  50. 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/ISSN › Conference contribution/Paper › peer-review

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