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Dr Leandro Soriano Marcolino

Lecturer in Data Engineering

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  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

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