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Research

Dr Leandro Soriano Marcolino

Lecturer in Data Engineering

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  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

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

  9. 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 publication › Featured article

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

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