IMDEA Networks
User Publications
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. May 2026
Interpreting Anticipatory Deep Reinforcement Learning for Proactive Mobile Network Control (Poster)
Mohammaderfan Jabbari, Abhishek Duttagupta, Claudio Fiandrino, Leonardo Bonati, Salvatore D’oro, Michele Polese, Marco Fiore
IEEE International Conference on Computer Communications. Tokyo, Japan. May 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. May 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. May 2025