Claudia Soares

Claudia Soares

I use optimization, physics, and probability theory to develop robust, interpretable, and trustworthy learning methods to be applied in the real world.

PeersimGym: An Environment for Solving the Task Offloading Problem with Reinforcement Learning

Published in Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

Recommended citation: Frederico Metelo, Cláudia Soares, Stevo Racković, Pedro Ákos Costa, "PeersimGym: An Environment for Solving the Task Offloading Problem with Reinforcement Learning." Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024. http://dx.doi.org/10.1007/978-3-031-70378-2_3

Access paper here

Bibtex:

@inbook{Metelo_2024,
    author = "Metelo, Frederico and Soares, Cláudia and Racković, Stevo and Costa, Pedro Ákos",
    title = "PeersimGym: An Environment for Solving the Task Offloading Problem with Reinforcement Learning",
    ISBN = "9783031703782",
    ISSN = "1611-3349",
    url = "http://dx.doi.org/10.1007/978-3-031-70378-2\\_3",
    DOI = "10.1007/978-3-031-70378-2\\_3",
    booktitle = "Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track",
    publisher = "Springer Nature Switzerland",
    year = "2024",
    pages = "38-54"
}