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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Multi-LOD generative approach for multi-objective sustainability optimization from the early stages of building designAutomation in Construction, 2025, 177, pp.106326. ⟨10.1016/j.autcon.2025.106326⟩
Article dans une revue
hal-05125651
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Multi-agent reinforcement learning approach for predictive maintenance of a Smart Building lighting systemReliability Engineering and System Safety, 2025, pp.111613. ⟨10.1016/j.ress.2025.111613⟩
Article dans une revue
hal-05231653
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Distributed Reinforcement Learning for the Management of a Smart Grid Interconnecting Independent ProsumersEnergies, 2022, 15 (4), ⟨10.3390/en15041440⟩
Article dans une revue
hal-03604097
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ACSA: A Hybrid Approach for Designing Smart Building Maintenance Strategies30th ISSAT International Conference on Reliability and Quality in Design, Aug 2025, Hawai, Honolulu, France
Communication dans un congrès
hal-05299193
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BootBOGS: Hands-on optimizing Grid Search in hyperparameter tuning of MLPAICCSA 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
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Fault Prediction in a Smart Building Lighting System33rd 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
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Accelerated Variant of Reinforcement Learning Algorithms for Light Control with Non-stationary User Behaviour11th 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
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A Reference Architecture for Smart Building Digital Twin,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
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A Model-free Reinforcement Learning Approach for the Energetic Control of a Building with Non-stationary User Behaviour2020 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
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