IMDEA Networks
Abhishek DUTTAGUPTA
Estudiante de doctorado
- Afiliación: IMDEA Networks Institute, Universidad Carlos III de Madrid
- MSc: Electronics Information Engineering - Trinity College Dublin. Dublin, Ireland
- Puesto anterior: Electrical Engineer (IOT & SCADA) at TATA Voltas Limited, UAE
- Fecha de incorporación: Enero 2024
Biografía
I am a Ph.D. student and Research Fellow at IMDEA Networks Institute and Universidad Carlos III, Madrid, as part of the Resilient AI Networks and Networks Data Science Group. Previously, I earned a Master’s in Electronic Information Engineering from Trinity College Dublin. My research interests broadly include Network Intelligence, focusing on Neuro-Symbolic Reinforcement Learning for explainable, optimized, intent-based next-generation network solutions.
Publicaciones
SIA: Symbolic Interpretability for Anticipatory Deep Reinforcement Learning in Network Control
Mohammaderfan Jabbari, Abhishek Duttagupta, Claudio Fiandrino, Leonardo Bonati, Salvatore D'oro, Michele Polese, Marco Fiore, Tommaso Melodia
IEEE International Conference on Computer Communications. Tokyo, Japan. Mayo 2026
SYMBXRL: Symbolic Explainable Deep Reinforcement Learning for Mobile Networks
Abhishek Duttagupta, Mohammaderfan Jabbari, Claudio Fiandrino, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. London, United Kingdom. Mayo 2025
Interactive Explanation and Steering of DRL Agents for Massive MIMO Scheduling with SYMBXRL (Demo)
Abhishek Duttagupta, Mohammaderfan Jabbari, Claudio Fiandrino, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. London, United Kingdom. Mayo 2025