In this paper, we aim to find ecient solutions of a multi-objective optimization problem over a linear matrix inequality (LMI in short), in which the objective functions are SOS-convex polynomials. We ...

Despite the global acceleration in digital transformations across organizations in various sectors, many banks and bigger ...

For many decision-making problems under uncertainty, it is crucial to develop risk-averse models and specify the decision makers' risk preferences based on multiple stochastic performance measures (or ...

Safe Multi-Agent Reinforcement Learning (MARL) Algorithm This repository hosts the implementation of a novel Safe Multi-Agent Reinforcement Learning (MARL) algorithm, developed as part of a Master of ...

Abstract: In this paper, the distributed strongly convex optimization problem is studied with spatio-temporal compressed communication and equality constraints. For the case where each agent holds an ...