Benjamin Cohen Boulakia Researcher at Laboiratoire DAVID - Université de Versailles Saint-Quentin en Yvelines

Publications

Pré-publication, Document de travail (1)

Repeated game model to manage a collective self-consumption Smart grid with respect to the autonomy of prosumers * Dominique Barth,Benjamin Cohen-Boulakia,Wilfried Ehounou 2025 Pré-publication, Document de travail hal-05374732v1

Article dans une revue (3)

Multi-agent reinforcement learning approach for predictive maintenance of a Smart Building lighting system Anas Hossini,Leïla Kloul,Maël Guiraud,Benjamin Cohen Boulakia Reliability Engineering and System Safety, 2025, pp.111613. ⟨10.1016/j.ress.2025.111613⟩ Article dans une revue hal-05231653v1
Multi-LOD generative approach for multi-objective sustainability optimization from the early stages of building design Catherine Bouillon,Benjamin Cohen Boulakia,Karim Beddiar,Yves Jaboin,Fabrice Duval Automation in Construction, 2025, 177, pp.106326. ⟨10.1016/j.autcon.2025.106326⟩ Article dans une revue hal-05125651v1
Distributed Reinforcement Learning for the Management of a Smart Grid Interconnecting Independent Prosumers Dominique Barth,Benjamin Cohen-Boulakia,Wilfried Joseph Ehounou Energies, 2022, 15 (4), ⟨10.3390/en15041440⟩ Article dans une revue hal-03604097v1

Communication dans un congrès (6)

ACSA: A Hybrid Approach for Designing Smart Building Maintenance Strategies Anas Hossini,Leïla Kloul,Maël Guiraud,Benjamin Cohen Boulakia 30th ISSAT International Conference on Reliability and Quality in Design, Aug 2025, Hawai, Honolulu, France Communication dans un congrès hal-05299193v1
BootBOGS: Hands-on optimizing Grid Search in hyperparameter tuning of MLP Genane Youness,Nu Uyen Thi Phan,Benjamin Cohen Boulakia AICCSA 2023 : 20th ACS/IEEE International Conference on Computer Systems and Applications, ACS/IEEE International Conference on Computer Systems and Applications, Dec 2023, Giza, Egypt Communication dans un congrès hal-04396690v1
Fault Prediction in a Smart Building Lighting System Anas Hossini,Leïla Kloul,Benjamin Cohen Boulakia 33rd European Safety and Reliability Conference, Sep 2023, Southampton (U.K.), United Kingdom. pp.986-993, ⟨10.3850/978-981-18-8071-1_P303-cd⟩ Communication dans un congrès hal-04256446v1
Accelerated Variant of Reinforcement Learning Algorithms for Light Control with Non-stationary User Behaviour Nassim Haddam,Benjamin Cohen Boulakia,Dominique Barth 11th International Conference on Smart Cities and Green ICT Systems, Apr 2022, Online Streaming, France. pp.78-85, ⟨10.5220/0010987900003203⟩ Communication dans un congrès hal-04106176v1
A Reference Architecture for Smart Building Digital Twin, Béatrice Finance,Zoé Chevalier,Benjamin Cohen-Boulakia International Workshop on Semantic Digital Twins co-located with the 17th Extended Semantic Web Conference (SeDiT@ESWC 2020), Jun 2020, Heraklion, Greece, France Communication dans un congrès hal-04128755v1
A Model-free Reinforcement Learning Approach for the Energetic Control of a Building with Non-stationary User Behaviour Nassim Haddam,Benjamin Cohen Boulakia,Dominique Barth 2020 4th International Conference on Smart Grid and Smart Cities (ICSGSC), Aug 2020, Osaka, France. pp.168-177, ⟨10.5220/0010987900003203⟩ Communication dans un congrès hal-04106160v1