De la sélection de paradigmes à la validation statistique : principes et bonnes pratiques en apprentissage automatique
Talk, Atelier du Pôle AM2I, Mise en place de l’IA, Université de Lorraine, Nancy, France
Talks, posters, and presentations
Learning to Predict Cyber Attack Paths with RL Agents
Talk, 9th Franco-Japanese Cybersecurity Workshop, Tokyo, Japan
Modeling Attacker Behavior with RL Agents to Anticipate Critical Vulnerability Paths
Talk, Security Informatics education and research center - 東京大学, Tokyo, Japan
Scalable and Generalizable RL Agents for Attack Path Discovery via Continuous Invariant Spaces
Talk, RAID 2025, Gold Coast, Australia
Continuous CyberBattleSim
Talk, SuperViZ Meeting, LAAS-CNRS, Toulouse, France
Can AI Help Us Understand Vulnerabilities? Exploring AI-driven Approaches to Cybersecurity
Talk, InCyber Forum 2025, Lille, France
Discovering Critical Vulnerability Paths with RL Agents: Enhancing Generalization and Scalability
Talk, SuperViZ Meeting, Campus Cyber La Défense, Paris, France
Leveraging Deep Reinforcement Learning for Cyber-Attack Paths Prediction: Formulation, Generalization, and Evaluation
Talk, The 27th International Symposium on Research in Attacks, Intrusions and Defenses, Padua, Italy
An ophthalmology process for an earth-independent, real-time diagnosis of Spaceflight Associated Neuro-ocular Syndrome (SANS) in deep space missions
Talk, 94th Annual Aerospace Medical Association (AsMA) Scientific Meeting, Chicago, Illinois
Deep Reinforcement Learning for Automated Cyber-Attack Path Prediction in Communication Networks
Poster, Geilo Winter School 2024 - Graphs and Applications, Geilo, Norway
Self-Driving Telescopes: Autonomous Scheduling of Astronomical Observation Campaigns with Offline Reinforcement Learning
Poster, Machine Learning and the Physical Sciences Workshop at NeurIPS 2023, New Orleans, USA
Reinventing Astronomical Survey Scheduling with Reinforcement Learning: Unveiling the Potential of Self-Driving Telescopes
Poster, ML-IAP/CCA-2023, Paris, France
Unlocking Autonomous Telescopes through Reinforcement Learning: An Offline Framework and Insights from a Case Study
Poster, Hammers & Nails 2023, Ascona, Switzerland
Self-driving Telescope Schedules: A Framework for Training RL Agents based on Telescope Data
Talk, PyHEP 2023, Online
Monitoring retina changes associated with SANS aboard ISS as preparation for countermeasure support and deep space missions
Talk, 12th Annual International Space Station Research and Development Conference, Seattle, Washington (USA)
Innovative Regolith Transport Solution for Lunar Exploration
Talk, TNG Big Techday 2023, Motorworld Munich, Germany
Telescopes Drive Themselves: Optimizing Cosmic Survey Scheduling with Reinforcement Learning
Talk, Fermi National Accelerator Laboratory New Perspectives 2023, Chicago, Illinois (USA)
Regolift: Modular Regolith Transport Solution for the Moon
Poster, Space Resources Roundtable Conference - Colorado School of Mines, Golden, Colorado (USA)
Is the Metaverse really the future? Analysis of potential users’ sentiments
Talk, Will Artificial Intelligence Change the Way of Doing Business?, Pisa, Italy
Flexible Pilot Jobs Framework for Distributed High Throughput Computing
Talk, Fermilab Italian Summer Students Final Presentation 2022, Chicago, Illinois (USA)
WheelFlow: AI smart assistant for urban wheelchair accessibility
Poster, FIAB European Mobility Week 2022, Pisa, Italy