no code implementations • 1 Feb 2024 • Kristina Dzeparoska, Ali Tizghadam, Alberto Leon-Garcia
Intent-Based Networking (IBN) presents a paradigm shift for network management, by promising to align intents and business objectives with network operations--in an automated manner.
no code implementations • 22 Jan 2024 • Kristina Dzeparoska, Jieyu Lin, Ali Tizghadam, Alberto Leon-Garcia
And the task of identifying and adapting these steps (as conditions change) requires a decomposition approach that cannot be exactly pre-defined beforehand.
1 code implementation • 8 Mar 2020 • Jieyu Lin, Kristina Dzeparoska, Sai Qian Zhang, Alberto Leon-Garcia, Nicolas Papernot
Our results on the StartCraft II multi-agent benchmark demonstrate that c-MARL teams are highly vulnerable to perturbations applied to one of their agent's observations.
Multi-agent Reinforcement Learning reinforcement-learning +1