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Research

Dr Leandro Soriano Marcolino

Lecturer in Data Engineering

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  1. Chapter (peer-reviewed)
  2. 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/ISSN › Chapter (peer-reviewed) › peer-review

  3. 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/ISSN › Chapter (peer-reviewed) › peer-review

  4. Conference contribution/Paper
  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

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

  22. 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

  23. 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

  24. 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

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

  26. 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

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

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