Alexandre Muzy
Publications
Publications
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Capturing Optimal and Suboptimal behavior Of Agents Via Structure Learning Of Their Internal Model2024 |
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Coupling and Lumping Finite-Size Linear System Realizations of Componentized Neural Networks2021 |
Do rats learn by paths or by turns when exploring a maze? Determining and predicting automatically the actions involved in the learning process2021 |
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Reinforcement learning dynamics2021 |
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Provable local learning rule by expert aggregation for a Hawkes networkAISTATS 2024 - The 27th International Conference on Artificial Intelligence and Statistics, May 2024, Valence, Spain |
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Multi-agent sequential learning via gradient ascent credit assignment8th International Conference on Computer Science and Artificial Intelligence (CSAI 2024), Dec 2024, Beijing, China. pp.526-536, ⟨10.1145/3709026.3709090⟩ |
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Gradient Ascent Activity-based Credit Assignment with History-dependent Reward17th IEEE International Conference on Brain Informatics (BI 2024) - Brain Science meets Artificial Intelligence, Dec 2024, Bangkok, Thailand. ⟨10.1007/978-981-96-3294-7_33⟩ |
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Reconstruction de la connectivité fonctionnelle en Neurosciences: une amélioration des algorithmes actuels52èmes Journées de Statistique de la Société Française de Statistique (SFdS), Jun 2021, Nice, France |
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Modeling of Goal-oriented Human Motion Evolution using Hidden Markov Models8th International Conference on Pattern Recognition Applications and Methods, Feb 2019, Prague, Czech Republic. pp.605-612, ⟨10.5220/0007391906050612⟩ |
Computer-Aided Formal Proofs about Dendritic Integration within a NeuronBIOINFORMATICS 2018 - 9th International Conference on Bioinformatics Models, Methods and Algorithms, Jan 2018, Funchal Madeira, Portugal. pp.12 |
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Verification of Temporal Properties of Neuronal Archetypes Modeled as Synchronous Reactive SystemsHSB 2016 - 5th International Workshop Hybrid Systems Biology, Oct 2016, Grenoble, France. pp.15, ⟨10.1007/978-3-319-47151-8_7⟩ |
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Parallel and pseudorandom discrete event system specification vs. networks of spiking neurons: Formalization and preliminary implementation resultsThe 2016 International Conference on High Performance Computing & Simulation (HPCS 2016), International Workshop on Parallel Computations for Neural Networks (PCNN 2016), Jul 2016, Innsbruck, Austria |
Modeling organization of spiking neural nets in DEVS for high performance parallel simulationLes journées DEVS francophones : Théorie et Applications / Workshop, Apr 2016, Cargese, France |
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Some Modeling & Simulation Perspectives on Emergence in System-of-SystemsSpring Simulation Multi-conference (SpringSim'16), Apr 2016, Pasadena, CA, United States |
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Organisms modeling: The question of radial basis function networksWorkshop Activity-Based Modeling & Simulation (ACTIMS 2014), Centre National de la Recherche Scientifique (CNRS). FRA., Jan 2014, Zürich, Switzerland. pp.03002, ⟨10.1051/itmconf/20140303002⟩ |
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A CONJECTURE FROM LEARNING SIMULATIONS OF SERIES AND PARALLEL CONNECTIONS OF COMPONENTSTHE 26TH EUROPEAN MODELING & SIMULATION SYMPOSIUM, Sep 2014, Bordeaux, France. pp.550-557 |
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Using Activity Metrics for DEVS Simulation ProfilingACTIMS 2014 – Activity-Based Modeling & Simulation 2014, Jan 2014, Zurich, Switzerland. ⟨10.1051/itmconf/20140301001⟩ |
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Activity-based Credit Assignment (ACA) in Hierarchical SimulationIEEE/ACM/SCS: SpringSim Multi-conference, Symposium On Theory of Modeling and Simulation, Mar 2012, Orlando, United States |
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What is new with the activity world view in modeling and simulation?: using activity as a unifying guide for modeling and simulationWinter Simulation Conference 2011, 2011, Phoenix, United States. pp.2887--2899, ⟨10.1109/WSC.2011.6147991⟩ |
Spatial Simulation of A(H1N1) Influenza Virus Spreading. Comparison with Regional DataESM 2011, 2011, Guimaraes, Portugal. pp.365-371 |
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Activity regions for the specification of discrete event systemsProceedings of the 2010 Spring Simulation Multiconference, 2010, Orlando, United States. pp.136 |
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Activity Regions for the Specication of Discrete Event SystemsSymposium On Theory of Modeling and Simulation - DEVS Integrative M&S Symposium (DEVS'10), Apr 2010, United States. pp.176-182 |
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Activatability for simulation tractability of NP problems: Application to EcologyComplex Systems: Activity-Based Modeling and Simulation, Cargese Interdisciplinary Seminar, Corsica, France., Apr 2009, Cargese (Corse), France |
Decision Support System For A Regional Spreadingof A/H1n1 Influenza VirusIEEE/Eurosis : European Simulation Multi-Conference, 2009, Leicester, United Kingdom |
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A post-processed 3D visualization tool for forest fire simulationsProceedings of the 1st International Conference on Simulation Tools and Techniques for Communications, 2008, Marseille, France. pp.41, ⟨10.4108/ICST.SIMUTOOLS2008.3028⟩ |
Design of a spatial and stochastic simulator for bird flu spreading in CorsicaInternational Simulation Multi-Conference. Grand Challenges in Modeling and Simulation GCMS08, 2008, Edinburgh, United Kingdom. pp.445-452 |
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A simulation-based tool for the creation of marine reserves. IEEE International Symposium on Environment Identities and Mediterranean areaIEEE International Symposium on Environment Identities and Mediterranean area (ISEIM 2006)., Jul 2006, France. pp. 296-301 |
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Specification languages as front-ends towards the DEVS formalismfirst international Symposium onEnvironment Identities and Mediterranean Area, 2006. ISEIMA '06., 2006, Corte, France. pp. 104-109, ⟨10.1109/ISEIMA.2006.345038⟩ |
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Dynamic Structure Cellular Automata in a Fire Spreading ApplicationFirst International Conference on Informatics in Control, Automation and Robotics, Aug 2004, Setubal, Portugal. pp. 143-151 |
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Distributed Fire Spreading Simulation using OpenMOSIXfirst Open International Conference on Modeling and Simulation (OICMS05), Apr 2005, Clermont-Ferrand, France. pp. 181-188 |
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Parallel simulation of complex propagation phenomena : parallel interfaces and cellular environments4ème EIM (Environnement, Identités en Méditerranée) 2004, 2004, Corte, France |
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Active-DEVS: a computational model for the simulation of forest fire propagation2004 IEEE International Conference on Systems, Man & Cybernetics, Oct 2004, La Hague, Netherlands. pp.1857- 1863, ⟨10.1109/ICSMC.2004.1399932⟩ |
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Active-DEVS : a computational model for the simulation of forest fire propagationIEEE Congress on System Man and Cybernetics, 2004, The-Hague, Netherlands. pp.1857-1863 |
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Simulation of a quantized model of fire spread : toward a new numerical method4ème EIM (Environnement Identités en Méditerranée) 2004, 2004, Corte, France |
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Efficient Simulation of Large Scale Dynamic Structure Cell Spaces2003 Summer Computer Simulation Conference, 2003, Montreal, Canada. pp.378-384 |
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Design of a Multithreaded Parallel Model for Fire Spread15th European Simulation Symposium SCS ESS 03, 2003, Delft, Netherlands |
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Optimization of Cell Spaces Simulation for the Modeling of Fire Spreading36th IEEE Annual Simulation Symposium, Apr 2003, Orlando, United States. pp. 289- 296 |
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Methods for special applications: Cell-DEVS quantization techniques in a fire spreading application34th Winter Simulation Conference, 2002, San Diego, United States. pp. 542 - 549, ⟨10.1145/1030453.1030529⟩ |
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Comparing simulation methods for fire spreading across a fuel bedAIS 2002 - Artificial Intelligence, Simulation and planning, 2002, Lisbon, Portugal. pp. 219-224 |
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An object oriented environment applied to a semi-physical model of fire spread across a fuel bed13th European Simulation Symposium - ESS 2001, 2001, Marseille, France. pp. 641-643 |
DEVS Activity Tracking Based on Model Engineering and SimulationModel Engineering for Simulation, Elsevier, pp.251-267, 2019, ⟨10.1016/B978-0-12-813543-3.00012-3⟩ |
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Formal Neuron Models: Delays Offer a Simplified Dendritic Integration for FreeSPRINGER. Communications in Computer and Information Science book series, extended selected paper from Biomedical Engineering Systems and Technologies conference (BIOSTEC 2018), , pp.167-191, 2019, ⟨10.1007/978-3-030-29196-9_10⟩ |
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SIMULATION of fire spread: Physics-inspired and chemistry-based mathematical analoguesSven Erik Jørgensen. Handbook of Ecological Models used in Ecosystem and Environmental Management, CRC Press, pp.477-497, 2011 |
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Design and stochastic modeling strategies for the simulation of large (spatial) distributed systemsDiscrete Event Simulation and Modeling: Theory and Applications, pp.331-355, 2010 |
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The empathon: Towards a computational agent mimicking empathyActivity-Based Modeling and Simulation, Presses Universitaires Blaise Pascal, pp.37-51, 2010 |
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Les apports d'un Système Multi-Agents d'utilisation de l'espace et d'aménagement du territoire corse à travers une approche interdisciplinaireLa Corse et le Développement Durable, Editions Albiana, pp. 261-268, 2010 |
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DYNAMIC STRUCTURE CELLULAR AUTOMATA IN A FIRE SPREADING APPLICATIONBraz, J.; Araújo, H.; Vieira, A.; Encarnação, B. Informatics in Control, Automation and Robotics I, Springer-Verlag New York (Kluwer Academic Publishers), pp. 247-254, 2006 |
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Verification of Temporal Properties of Neuronal Archetypes Using Synchronous Models[Research Report] RR-8937, UCA, Inria; UCA, I3S; UCA, LEAT; UCA, LJAD. 2016, pp.21 |
ACTIMS 2014 – Activity-Based Modeling & Simulation 2014Castro, Rodrigo and Muzy, Alexandre and Capocchi, Laurent. ACTIMS 2014 – Activity-Based Modeling & Simulation 2014, Jan 2014, Zurich, Switzerland. , 2014 |
ACTIMS 2012 – Activity-Based Modeling & Simulation 2012, 2012 |
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Activity-based Modelling and Simulation2010 |