10 citations · 10 across the 5 of their papers we have counts for
6 papers
A MARL-based Approach for Easing MAS Organization Engineering
Julien Soulé, Jean-Paul Jamont, Michel Occello +2
Multi-Agent Systems (MAS) have been successfully applied in industry for their ability to address complex, distributed problems, especially in IoT-based systems. Their efficiency i…
Towards a Multi-Agent Simulation of Cyber-attackers and Cyber-defenders Battles
Julien Soulé, Jean-Paul Jamont, Michel Occello +2
As cyber-attacks show to be more and more complex and coordinated, cyber-defenders strategy through multi-agent approaches could be key to tackle against cyber-attacks as close as…
Streamlining Resilient Kubernetes Autoscaling with Multi-Agent Systems via an Automated Online Design Framework
Julien Soulé, Jean-Paul Jamont, Michel Occello +2
In cloud-native systems, Kubernetes clusters with interdependent services often face challenges to their operational resilience due to poor workload management issues such as resou…
An Organizationally-Oriented Approach to Enhancing Explainability and Control in Multi-Agent Reinforcement Learning
Julien Soulé, Jean-Paul Jamont, Michel Occello +2
Multi-Agent Reinforcement Learning can lead to the development of collaborative agent behaviors that show similarities with organizational concepts. Pushing forward this perspectiv…
Hybrid Statistical Estimation of Mutual Information and its Application to Information Flow
Fabrizio Biondi, Yusuke Kawamoto, Axel Legay +1
Analysis of a probabilistic system often requires to learn the joint probability distribution of its random variables. The computation of the exact distribution is usually an exhau…
A Parametric Counterexample Refinement Approach for Robust Timed Specifications
Louis-Marie Traonouez
Robustness analyzes the impact of small perturbations in the semantics of a model. This allows to model hardware imprecision and therefore it has been applied to determine implemen…