19 citations · 20 across the 9 of their papers we have counts for
9 papers
-fair heterogeneous agent reinforcement learning
Yao-hua Franck Xu, Tayeb Lemlouma, Jean-Marie Bonnin +1
Cooperation in multi-agent systems is typically optimized through utilitarian objectives that maximize overall efficiency but fail to account for reward distribution, often resulti…
Altruism and Fair Objective in Mixed-Motive Markov games
Yao-hua Franck Xu, Tayeb Lemlouma, Arnaud Braud +1
Cooperation is fundamental for society's viability, as it enables the emergence of structure within heterogeneous groups that seek collective well-being. However, individuals are i…
Comparing a composite model versus chained models to locate a nearest visual object
Antoine Le Borgne, Xavier Marjou, Fanny Parzysz +1
Extracting information from geographic images and text is crucial for autonomous vehicles to determine in advance the best cell stations to connect to along their future path. Mult…
Evaluating Inter-Operator Cooperation Scenarios to Save Radio Access Network Energy
Xavier Marjou, Tangui Le Gléau, Vincent Messié +3
Reducing energy consumption is crucial to reduce the human debt's with regard to our planet. Therefore most companies try to reduce their energetic consumption while taking care to…
Tackling Asymmetric and Circular Sequential Social Dilemmas with Reinforcement Learning and Graph-based Tit-for-Tat
Tangui Le Gléau, Xavier Marjou, Tayeb Lemlouma +1
In many societal and industrial interactions, participants generally prefer their pure self-interest at the expense of the global welfare. Known as social dilemmas, this category o…
Context-Aware Adaptive Framework for e-Health Monitoring
Haider Mshali, Tayeb Lemlouma, Damien Magoni
For improving e-health services, we propose a context-aware framework to monitor the activities of daily living of dependent persons. We define a strategy for generating long-term…
A Markovian-based Approach for Daily Living Activities Recognition
Zaineb Liouane, Tayeb Lemlouma, Philippe Roose +2
Recognizing the activities of daily living plays an important role in healthcare. It is necessary to use an adapted model to simulate the human behavior in a domestic space to moni…
An Easy Cellular Gateway for Providing Shared Services and Data
Tayeb Lemlouma, Julien Luciana, Bastien Oza +2
In this paper, we present a new framework that links the two worlds of wired and cellular users sharing systems. The approach is to propose an easy gateway that enables the use of…
PCNM: A New Platform for Cellular Networks Measurements and Optimization
Tayeb Lemlouma, Yoann Lefebvre, Frédéric Cespedes
In this paper, we present PCNM, a new mobile platform for cellular networks measurements. PCNM is based on a set of techniques that tailors theoretical calculations and simulations…