Benjamin Cohen Boulakia

Researcher at EFREILab
9
Documents

Compétences

Graph theory Algorithms Reinforcement learning Smart building Smart Grid Smart City Operations Research Distributed reinforcement learning

Publications

Publications

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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-05299193 v1
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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-04396690 v1

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-04256446 v1

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-04106176 v1

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-04128755 v1

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-04106160 v1