Publications

List of papers I have worked on

2025

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    A Clean Slate for Offline Reinforcement Learning
    Matthew Thomas Jackson*, Uljad Berdica*, Jarek Liesen*, and 2 more authors
    NeurIPS 2025 - Main Track Oral, 2025
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    Intent Factored Generation: Unleashing the Diversity in Your Language Model
    Eltayeb Ahmed*, Uljad Berdica*, Martha Elliott, and 2 more authors
    ICML 2025 - Exploration in AI Today Workshop, 2025
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    Asynchronous Quadrature-phase Undersampling Technique for Wide-frequency Impedance Measurement
    Soon-Jae Kweon, Uljad Berdica, Hyunwoo Park, and 3 more authors
    IEEE Transactions on Instrumentation and Measurement, 2025
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    SOReL and TOReL: Two Methods for Fully Offline Reinforcement Learning
    Mattie Fellows*, Clarisse Wibault*, Uljad Berdica*, and 3 more authors
    arXiv preprint arXiv:2505.22442, 2025

2024

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    Dare: The deep adaptive regulator for control of uncertain continuous-time systems
    Harrison Waldon, Fayçal Drissi, Yannick Limmer, and 3 more authors
    In ICML 2024 Workshop: Foundations of Reinforcement Learning and Control–Connections and Perspectives, 2024
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    Robust Offline Learning via Adversarial World Models
    Uljad Berdica, Kelvin Li, Michael Beukman, and 3 more authors
    In NeurIPS 2024 Workshop on Open-World Agents, 2024
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    Reinforcement learning controllers for soft robots using learned environments
    Uljad Berdica, Matthew Jackson, Niccolò Enrico Veronese, and 2 more authors
    In 2024 IEEE 7th international conference on soft robotics (RoboSoft), 2024

2021

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    Mobile 3d printing robot simulation with viscoelastic fluids
    Uljad Berdica*, Yuewei Fu*, Yuchen Liu*, and 2 more authors
    In 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2021