publications

A list of published works in which I was involved.

2024

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    Modelling Microbial Communities with Graph Neural Networks
    Albane Ruaud, Cansu Sancaktar, Marco Bagatella, and 2 more authors
    In Forty-first International Conference on Machine Learning, 2024
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    Causal Action Influence Aware Counterfactual Data Augmentation
    Núria Armengol Urpí, Marco Bagatella, Marin Vlastelica, and 1 more author
    In Forty-first International Conference on Machine Learning, 2024

2023

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    Goal-conditioned Offline Planning from Curious Exploration
    Marco Bagatella, and Georg Martius
    In Advances in Neural Information Processing Systems, 2023
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    Efficient Learning of High Level Plans from Play
    Núria Armengol Urpí, Marco Bagatella, Otmar Hilliges, and 2 more authors
    In International Conference on Robotics and Automation, 2023

2022

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    SFP: State-free Priors for Exploration in Off-Policy Reinforcement Learning
    Marco Bagatella, Sammy Joe Christen, and Otmar Hilliges
    Transactions on Machine Learning Research, 2022

2021

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    Planning from Pixels in Environments with Combinatorially Hard Search Spaces
    Marco Bagatella, Miroslav Olšák, Michal Rolinek, and 1 more author
    In Advances in Neural Information Processing Systems, 2021