Access content directly
RS

Régis Sabbadin

DR Inrae Unité MIAT Centre Occitanie-Toulouse
172
Documents
Current affiliations
  • IINRAE
  • 1002385

Publications

Image document

Deep Reinforcement Learning for Controlled Piecewise Deterministic Markov Process in Cancer Treatment Follow-up

Alice Cleynen , Benoîte de Saporta , Orlane Rossini , Régis Sabbadin , Meritxell Vinyals
La journée Santé et IA, Plate-Forme Intelligence Artificielle (PFIA), Jul 2024, La Rochelle (Charente-Maritime, Nouvelle-Aquitaine), France
Conference papers hal-04695790v1

APE: An Anti-poaching Multi-Agent Reinforcement Learning Benchmark

Prasanna Maddila , Eric Casellas , Patrick Chabrier , Régis Sabbadin , Meritxell Vinyals
17th European Workshop on Reinforcement Learning (EWRL 2024), Oct 2024, Toulouse, France
Conference papers hal-04699166v1
Image document

Contrôle dynamique stochastique : une approche à base de modèles semi-Markov

Cleynen Alice , Benoîte de Saporta , Orlane Rossini , Régis Sabbadin
10èmes Rencontres des Jeunes Statistien.ne.s, Société Française de Statistique (SFdS), Mar 2024, PORQUEROLLES, France
Conference papers hal-04552358v1
Image document

Deep reinforcement learning for controlled piecewise deterministic Markov process in cancer treatment follow-up

Alice Cleynen , Benoîte de Saporta , Orlane Rossini , Régis Sabbadin , Meritxell Vinyals
55ièmes Journées de Statistique, SFdS, May 2024, Bordeaux, France
Conference papers hal-04593903v1
Image document

Anti-Poaching as a Partially Observable Stochastic Game

S. S. Prasanna Maddila , Régis Sabbadin , Meritxell Vinyals
25ème édition du congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision ROADEF 2024, Laboratoire Modélisation Informations & Systèmes (MIS UR 4290) et Université de Picardie Jules Verne (UPJV), Mar 2024, Amiens, France
Conference papers hal-04525926v1

Un modèle de jeu stochastique pour la lutte anti-braconnage et un benchmark pour l'Apprentissage par Renforcement Multi-agents

Prasanna Maddila , Régis Sabbadin , Meritxell Vinyals
JFSMA 2024: 32èmes Journées Francophones sur les Systèmes Multi-Agents, Nov 2024, Cargèse (Corse du Sud), France
Conference papers hal-04699116v1

Stochastic control for medical treatment optimization

Benoîte de Saporta , Alice Cleynen , Orlane Rossini , Régis Sabbadin , Amélie Vernay
Journées de lancement de la fédération OcciMath, Apr 2024, Perpignan, France
Conference papers hal-04550854v1

An example of medical treatment optimization under model uncertainty

Alice Cleynen , Benoîte de Saporta , Orlane Rossini , Régis Sabbadin
Processus markoviens, semi-markoviens et leurs applications, Jun 2023, Montpellier (34000), France
Conference papers hal-04525018v1
Image document

Evaluation MultiCritère des Systèmes Agricoles et Alimentaires (EMC-SAgA) Bilan des activités et Poursuites envisagées

Geneviève Gésan-Guiziou , Aude Alaphilippe , Joël Aubin , Christian Bockstaller , Rachel Boutrou
Animations transversales INRAE sur l’évaluation multicritères, inrae, Sep 2023, Webinaire, France
Conference papers hal-04243684v1

Contrôle dynamique stochastique : une approche à base de modèles semi-Markov Application à l'optimisation d'un traitement médical

Alice Cleynen , Benoîte de Saporta , Orlane Rossini , Régis Sabbadin
8èmes rencontres de statistique, Centre Henri Lebesgue, Nov 2023, Vannes (Bretagne), France
Conference papers hal-04524975v1
Image document

Un exemple d'optimisation de traitement médical avec modèle incertain

Cleynen Alice , Benoîte de Saporta , Orlane Rossini , Régis Sabbadin
54es Journée de la Statistique de la SFdS, SFdS, Jul 2023, Bruxelles, Belgique
Conference papers hal-04526161v1

An example of medical treatment optimization under model uncertainty

Alice Cleynen , Benoîte de Saporta , Orlane Rossini , Régis Sabbadin
Applied Probability Society Conference, Jun 2023, Nancy (Centre de Congrès), France
Conference papers hal-04525006v1

On Hypergraphical Bayesian Games

Hélène Fargier , Paul Jourdan , Régis Sabbadin
34th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2022), IEEE, Oct 2022, Macao, China. pp.1374-1381, ⟨10.1109/ICTAI56018.2022.00208⟩
Conference papers hal-04269862v1
Image document

A Path-following Polynomial Equations Systems Approach for Computing Nash Equilibria

Hélène Fargier , Paul Jourdan , Régis Sabbadin
21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022), International Foundation for Autonomous Agents and Multiagent Systems, May 2022, Auckland, New Zealand. pp.418-426
Conference papers hal-03822343v2
Image document

Trouver un équilibre de Nash mixte algébrique dans les jeux sous forme normale et succincts

Hélène Fargier , Paul Jourdan , Régis Sabbadin
Conférence Nationale en Intelligence Artificielle (CNIA @ PFIA 2021), AFIA : Association française pour l'intelligence artificielle, Jun 2021, Bordeaux (en ligne), France. pp.6 - 13
Conference papers hal-03321145v1
Image document

Jeux bayésiens hypergraphiques

Hélène Fargier , Paul Jourdan , Régis Sabbadin
Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA 2021) @ Plate-Forme Intelligence Artificielle (PFIA 2021), Jul 2021, Bordeaux, France. pp.38-45
Conference papers hal-03298713v1

Computing All Equilibria in Ordinal Graphical Games

Arij Azzabi , Nahla Ben Amor , Helene Fargier , Régis Sabbadin
2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2020, Baltimore, France. pp.1004-1011, ⟨10.1109/ICTAI50040.2020.00156⟩
Conference papers hal-04688087v1
Image document

Ordinal Graph-Based Games

Arij Azzabi , Nahla Ben Amor , Hélène Fargier , Régis Sabbadin
18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2020), Jun 2020, Lisboa, Portugal. pp.271-285, ⟨10.1007/978-3-030-50146-4_21⟩
Conference papers hal-02865988v1
Image document

Ordinal Polymatrix Games with Incomplete Information

Nahla Ben Amor , Hélène Fargier , Régis Sabbadin , Meriem Trabelsi
17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020), Principles of Knowledge Representation and Reasoning, Incorporated (KR, Inc.), Sep 2020, Rhodes, Greece. pp.99-108, ⟨10.24963/kr.2020/11⟩
Conference papers hal-02997292v1

A hidden semi-Markov model for inferring the structure of migratory bird flyway networks

Nathalie Peyrard , Régis Sabbadin , Marie-Josée Cros , Ronan Trépos , Sam Nicol
ISEC 2020 - International Statistical Ecology Conference, Jun 2020, Sydney, Australia
Conference papers hal-02941691v1
Image document

Possibilistic Games with Incomplete Information (IJCAI 2019)

Nahla Ben Amor , Hélène Fargier , Régis Sabbadin , Meriem Trabelsi
Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI 2019), Aug 2019, Macao, China. pp.1544-1550, ⟨10.24963/ijcai.2019/214⟩
Conference papers hal-02879715v2
Image document

A DBN model to study the influence of epidemio surveillance networks on phytosanitary treatments

Jean-Noël Aubertot , Marie-Josée Cros , Sabrina Gaba , Nathalie Peyrard , Xavier Reboud
9e Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes 2018 (JFRB 2018), May 2018, Toulouse, France
Conference papers hal-02097235v1

Possibilistic games with incomplete information (LFA 2018)

Régis Sabbadin , Nahla Ben Amor , Hélène Fargier , Meriem Trabelsi
27èmes Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2018), LGI2A : Laboratoire de Génie Informatique et d’Automatique de l’Artois; AFIA : Association française pour l'intelligence artificielle, Nov 2018, Arras, France
Conference papers hal-02733669v1

Réseau Bayésien Dynamique étiqueté pour l’apprentissage de réseau écologique d’arthropodes dans les cultures

Etienne Auclair , David Bohan , Nathalie Dubois Peyrard , Régis Sabbadin
9e Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes 2018 (JFRB 2018), May 2018, Toulouse, France. pp.article issu de communication orale
Conference papers hal-02733817v1
Image document

Epidémiologie et conservation de la biodiversité : Défis pour la recherche sur les Processus Décisionnels de Markov

Régis Sabbadin
INRIA Sequel team Seminars, Institut National de Recherche en Informatique et en Automatique (INRIA). FRA., May 2018, Lille, France
Conference papers hal-02097195v1

Les Jeux Hypergraphiques Ordinaux

Arij Azzabi , Nahla Ben Amor , Hélène Fargier , Régis Sabbadin
11èmes Entretiens de Toulouse, Rencontres Aérospatiales 2018, AAE, X Collège Polytechnique, ISAE-SUPAERO, Toulouse, France, Apr 2018, Toulouse, France. (support électronique)
Conference papers hal-03044234v1
Image document

Exact and approximate inference in graphical models

Régis Sabbadin , Nathalie Peyrard , Marie-Josée Cros , Simon de Givry , Alain Franc
10th International Conference on Scalable Uncertainty Management (SUM), Oct 2017, Granada, Spain
Conference papers hal-02116334v1
Image document

Formalisation et résolution d'un problème en Santé Animale avec le cadre Leader-Follower MDP

Anne-France Viet , Catherine Belloc , Régis Sabbadin
Conférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle, Jul 2017, Caen, France
Conference papers hal-01561522v1

Apprentissage de réseau bayésien dynamique étiqueté avec connaissance a priori sur la structure du réseau

Etienne Auclair , Nathalie Peyrard , Régis Sabbadin
49èmes Journées de Statistique, May 2017, Avignon, France
Conference papers hal-02940468v1
Image document

Efficient Policies for Stationary Possibilistic Markov Decision Processes

Nahla Ben Amor , Zeineb El Khalfi , Hélène Fargier , Régis Sabbadin
ECSQARU 2017: European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Jul 2017, Lugano, Switzerland. pp.306-317, ⟨10.1007/978-3-319-61581-3_28⟩
Conference papers hal-02863813v1
Image document

Equilibria in Ordinal Games: A Framework based on Possibility Theory

Nahla Ben Amor , Hélène Fargier , Régis Sabbadin
26th International joint conference on artificial intelligence (IJCAI 2017), Aug 2017, Melbourne, Australia. pp.105-111, ⟨10.24963/ijcai.2017/16⟩
Conference papers hal-02733711v1

Multi-objective forest management under risk by exploring Pareto frontier

Stéphane Couture , Marie-Josée Cros , Régis Sabbadin
Word Conference on Natural Resource Modeling WCNRM2017, Jun 2017, Barcelone, Spain
Conference papers hal-02785580v1

A modeling approach to evaluate the influence of spatial and temporal structure of an epidemiological surveillance network on the intensity of phytosanitary treatments on crops

Marie-Josée Cros , Nathalie Peyrard , Régis Sabbadin , Jean-Noël Aubertot , Sabrina Gaba
2017 EFITA WCCA Congress, Jul 2017, Montpellier, France. 254 p
Conference papers hal-02734221v1

Labeled DBN learning with community structure knowledge

Etienne Auclair , Nathalie Peyrard , Régis Sabbadin
The European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases, Sep 2017, Skopje, Macedonia. pp.17, ⟨10.1007/978-3-319-71246-8_10⟩
Conference papers hal-02737954v1
Image document

Modèles de réseaux d'interactions écologiques : une revue brève et incomplète

Nathalie Dubois Peyrard , Régis Sabbadin
Les 5e Journées du GRET, Jun 2017, Nantes, France
Conference papers hal-01603088v1

Formalisation et résolution d’un problème en Santé Animale avec le cadre Leader-Follower MDP

Anne France Viet , Catherine Belloc , Régis Sabbadin
Conférence Nationale sur les Applications Pratiques de l’Intelligence Artificielle - APIA 2017, Jul 2017, Caen, France. 8 p
Conference papers hal-01605347v1
Image document

A Markov decision process model to compare ecosystem services provided by agricultural landscapes

Sabrina Gaba , Nathalie Dubois Peyrard , Julia Radoszycki , Régis Sabbadin
8th International Congress on Environmental Modelling and Software - iEMSs 2016, Jul 2016, Toulouse, France
Conference papers hal-01602920v1
Image document

Lexicographic refinements in possibilistic decision trees

Nahla Ben Amor , Zeineb El Khalfi , Hélène Fargier , Régis Sabbadin
European Conference on Artificial Intelligence (ECAI 2016), Aug 2016, La Hague, France. pp.202-208, ⟨10.3233/978-1-61499-672-9-202⟩
Conference papers hal-01445237v1

Sustainable collective pest management using a Graph-based Markov Decision Processes framework

Jean-Noël Aubertot , Marie-Josée Cros , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
8th International Congress on Environmental Modelling and Software (iEMSs 2016), Jul 2016, Toulouse, France
Conference papers hal-02797263v1

Lexicographic refinements in possibilistic Markov decision processes: the finite horizon case (LFA 2016)

Nahla Ben Amor , Zeineb El Khalfi , Hélène Fargier , Régis Sabbadin
25èmes Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2016), Nov 2016, La Rochelle, France. pp.9.3
Conference papers hal-03172234v1
Image document

Réseaux et optimisation pour la gestion de la biodiversité et des services écosystémiques

Nathalie Dubois Peyrard , Régis Sabbadin
Atelier Modélisation - UMR AgroEcologie, Mar 2016, Dijon, France
Conference papers hal-01604029v1

GMDPtoolbox: a Matlab library for solving Graph-based Markov Decision Processes

Marie-Josée Cros , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes (JFRB) 2016, Jun 2016, Clermont-Ferrand, France. ⟨10.3166/RIA.?.1-8⟩
Conference papers hal-02741842v1
Image document

Leader-follower MDP models with factored state space and many followers - followers abstraction, structured dynamics and state aggregation

Régis Sabbadin , Anne France Viet
22nd European Conference on Artificial Intelligence (ECAI), Aug 2016, La Haye, Netherlands. pp.9, ⟨10.3233/978-1-61499-672-9-116⟩
Conference papers hal-02744157v1

Learning network structure using parameterized Dynamic Bayesian Networks

Régis Sabbadin , Nathalie Peyrard , Etienne Auclair
8èmes journées francophones de réseaux bayésiens (JFRB 2016), Jun 2016, Clermont-Ferrand, France
Conference papers hal-02794165v1
Image document

An Online Replanning Approach for Crop Fields Mapping with Autonomous UAVs

Alexandre Albore , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin , Florent Teichteil Königsbuch
international conference on automated planning and scheduling, Jun 2015, Jérusalem, Israel. 8 p
Conference papers hal-02743538v1

Solving F(3)MDPs: Collaborative Multiagent Markov Decision Processes with Factored Transitions, Rewards and Stochastic Policies

Julia J. Radoszycki , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
18th International Conference on Principles and Practice of Multi-Agent (PRIMA 2015), Oct 2015, Bertinorio, Italy. pp.17, ⟨10.1007/978-3-319-25524-8_1⟩
Conference papers hal-02743625v1
Image document

VBEM algorithm for the log gaussian cox process

Julia J. Radoszycki , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
Conference on Spatial Statistics 2015: emerging patterns, Elsevier., Jun 2015, Avignon, France. pp.1
Conference papers hal-02740052v1

Raffinement de la décision séquentielle possibiliste : de l'utilité qualitative optimiste à l'utilité espérée

Nahla Ben Amor , Zeineb El Khalfi , Hélène Fargier , Régis Sabbadin
24èmes Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2015), Nov 2015, Poitiers, France. pp.article 70
Conference papers hal-03213934v1
Image document

Modèles graphiques stochastiques et optimisation pour la gestion des réseaux écologiques

Régis Sabbadin , Nathalie Dubois Peyrard Peyrard
Séminaire INRA-ONIRIS, Jun 2015, Nantes, France. 46 p
Conference papers hal-02794454v1
Image document

Extending an Online (Re)Planning Platform for Crop Mapping with Autonomous UAVs through a Robotic Execution Framework

Alexandre Albore , Nathalie Peyrard , Régis Sabbadin , Florent Teichteil
SPARK 2015 - Scheduling and Planning Applications woRKshop, Jun 2015, Jerusalem, Israel. 62 p
Conference papers hal-02740059v1
Image document

Résolution de PDMF^3 : processus décisionnels de Markov à transitions, récompenses et politiques stochastiques factorisées

Julia J. Radoszycki , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
JFPDA 2015 - 10èmes Journées Francophones de Planification, Décision et Apprentissage, Jul 2015, Rennes, France
Conference papers hal-02739235v1

Managing interacting species within food webs through time

William J.M. Probert , Eve Macdonald-Madden , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
ICCB: 27th International Congress for Conservation Biology, Aug 2015, Montpellier, France
Conference papers hal-02796135v1

Modèles graphiques stochastiques et optimisation pour la gestion des réseaux écologiques

Régis Sabbadin
Huitièmes Journées de l'Intelligence Artificielle Fondamentale, Jun 2014, Angers, France
Conference papers hal-02792703v1
Image document

VBEM algorithm for the Log Gaussian Cox process

Julia J. Radoszycki , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
workshop of Spatial Statistics for Image Analysis and Biology, May 2014, Aalborg, Denmark. 1 p
Conference papers hal-02742189v1

Optimising spatial sampling for map reconstruction

Régis Sabbadin
Journées des Math-Info de l'INRA / Assemblée Générale du Département MIA, Mar 2014, Ecully, France
Conference papers hal-02794202v1
Image document

Graphical games : théorie des jeux et inférence dans les modèles graphiques

Régis Sabbadin
Seizième journée du réseau AIGM, May 2014, Nanterre, France. 26 p
Conference papers hal-02792120v1

Finding good stochastic factored policies for factored Markov decision processes

Julia J. Radoszycki , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
21st European Conference on Artificial Intelligence, Aug 2014, prague, Czech Republic. 2 p
Conference papers hal-02742738v1
Image document

Risk preferences and optimal management of uneven-aged forests in the presence of climate change: a Markov decision process approach

Stéphane S. Couture , Marie-Josée Cros , Régis Sabbadin
IUFRO symposium, International Union of Forest Research Organisations (IUFRO). AUT., May 2014, Sopron, Hungary. 19 p
Conference papers hal-02741407v1

The importance of long-term monitoring for inferring populations dynamics: the example of the Biovigilance French network on weeds

Guillaume Fried , Benjamin Borgy , Xavier Reboud , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
Joint 2014 Annual Meeting British Ecological Society and Société Française d’Ecologie (BES & SFE Joint Annual Meeting), Société Française d'Ecologie (SFE). FRA., Dec 2014, Lille, France
Conference papers hal-02800747v1
Image document

MCEM algorithm for the log-Gaussian Cox process

Céline Delmas , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
workshop of Spatial Statistics for Image Analysis and Biology, May 2014, Aalborg, Denmark. 32 p
Conference papers hal-02739481v1

A tractable Leader-Follower MDP model for animal disease management

Régis Sabbadin , Anne France Viet
27. AAAI-13 Conference on Association for the Advancement of Artificial Intelligence (AAAI), Association for the Advancement of Artificial Intelligence (AAAI). Palo Alto, Californie, USA., Jul 2013, Bellevue, Washington, United States. 1687 p
Conference papers hal-02747688v1

Algorithme VBEM pour le processus de Cox log gaussien

Julia J. Radoszycki , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
45e journées de statistique de la Société Française de Statistique, May 2013, Toulouse, France
Conference papers hal-02748810v1

Decision in agroecosystems advanced modelling techniques studying global changes in environmental sciences

Gauthier Quesnel , Mahuna Akplogan , Mathieu Bonneau , Roger Martin-Clouaire , Nathalie Dubois Peyrard Peyrard
19th Global Biennial Conference of the, Oct 2013, Toulouse, France. pp.29, ⟨10.1016/B978-0-444-63536-5.00010-7⟩
Conference papers hal-02740144v1
Image document

Evaluation of stochastic policies for factored Markov decision processes

Julia J. Radoszycki , Nathalie N. Dubois Peyrard , Régis Sabbadin
3. workshop AIGM : Algorithmic issues for inference in graphical models, Sep 2013, Paris, France
Conference papers hal-01005047v1

Mathématiques pour la gestion des réseaux écologiques

Régis Sabbadin
30. Journées Franciliennes de Recherche Opérationelle (JFRO) : "Intelligence Artificelle et Recherche Opérationelle pour le Développement Durable", Association Française pour l'Intelligence Artificielle (AFIA). FRA., Oct 2013, Paris, France
Conference papers hal-02803565v1

Conception par optimisation de stratégies de gestion de la santé des cultures à l’échelle du paysage

Régis Sabbadin
Séminaire "Paysage et Santé des Cultures", MP SMACH, May 2012, Paris, France
Conference papers hal-02802180v1
Image document

A reinforcement-learning algorithm for sampling design in Markov random fields

Mathieu Bonneau , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
20. European Conference on Artificial Intelligence, Aug 2012, Montpellier, France. pp.1056, ⟨10.3233/978-1-61499-098-7-181⟩
Conference papers hal-02748492v1
Image document

MOMDPs: a Solution for Modelling Adaptive Management Problems

Iadine Chadès , Josie Carwardine , Tara G. Martin , Samuel Nicol , Régis Sabbadin
Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI-12), Jul 2012, Toronto, Canada. 7 p
Conference papers hal-00755264v1

Computational issues surrounding the dynamic optimisation of management of an ecological food web

William Probert , Régis Sabbadin , Nathalie Dubois Peyrard Peyrard , Eve Macdonald-Madden
ECAI 2012 Workshop AIGM, Aug 2012, Montpellier, France. 1056 p
Conference papers hal-02747922v1
Image document

Weeds sampling for map reconstruction: a Markov random field approach

Mathieu Bonneau Bonneau , Sabrina S. Gaba , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
Workshop on Spatial Statistics and Image Analysis in Biology, May 2012, Avignon, France. pp.4
Conference papers hal-00988416v1
Image document

Reinforcement-learning for sampling design in Markov random fields

Mathieu Bonneau , Nathalie Dubois Peyrard , Régis Sabbadin
International Conference on Computational Statistics, Aug 2012, Limassol, Cyprus. pp.12
Conference papers hal-01191361v1
Image document

Echantillonnage adaptatif optimal dans les champs de Markov discrets

Mathieu Bonneau , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
JFPDA 2011 - Sixièmes journées francophones de planification, décision et apprentissage pour la conduite de systèmes, Labo/service de l'auteur, Ville service, Pays service., Jun 2011, Rouen, France
Conference papers hal-02744532v1
Image document

An adaptive sampling method using Hidden Markov Random Fields for the mapping of weed at the field scale

Mathieu Bonneau , Sabrina S. Gaba , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
EWRS 2011 - 4th Workshop of the EWRS Working Group Weeds and Biodiversity, Labo/service de l'auteur, Ville service, Pays service., 2011, Dijon, France
Conference papers hal-02802213v1

Spatial sampling in HMRF mapping problems: static and adaptive algorithms

Nathalie Dubois Peyrard Peyrard , Régis Sabbadin , Daniel Spring , Ralph Mac Nally , Barry Brook
ECCS10 European Conference on Complex Systems, Sep 2010, Lisbonne, Portugal
Conference papers hal-02754975v1

Decision-theoretic optimal sampling in Hidden Markov Random Fiels

Nathalie Dubois Peyrard Peyrard , Régis Sabbadin , Usman Niaz
ECAI'10: 19th European Conference on Artificial Intelligence, 2010, Lisbon, Portugal. ⟨10.3233/978-1-60750-606-5-687⟩
Conference papers hal-02756286v1
Image document

Solving adaptive sampling problems in graphical models using Markov decision process

Mathieu Bonneau , Nathalie Dubois Peyrard , Régis Sabbadin
ECCS10 European Conference on Complex Systems, 2010, Lisbonne, Portugal
Conference papers hal-01607684v1

Echantillonnage spatial basé sur le krigeage pour la reconstruction de carte d’occurrence

Mathieu Bonneau , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
17. Congrès francophone AFRIF-AFIA : Reconnaissance des Formes et Intelligence Artificielle. RFIA 2010., Jan 2010, Caen, France. 8 p
Conference papers hal-02755228v1
Image document

Model-based adaptive spatial sampling for occurrence map construction

Régis Sabbadin , Nathalie Dubois Peyrard Peyrard
CompSust 2009, Jun 2009, Ithaca, New-York St., United States. 46 p
Conference papers hal-02819459v1
Image document

Reinforcement learning for spatial processes

Nicklas Paul Forsell , Frederick F. Garcia , Régis Sabbadin
18. World IMACS Congress and MODSIM09. International Congress on Modelling and Simulation, Jul 2009, Cairns, Australia. 7 p
Conference papers hal-02752972v1

A Markov decision process for integrated pest management

Nathalie Dubois Peyrard , Régis Sabbadin , Jean-Noël Aubertot
International Congress on Modelling and Simulation (MODSIM'07), Dec 2007, Christchurch, New Zealand
Conference papers hal-01173296v1

A graph-based Markov decision process framework applied to the optimization of strategies for integrated management of diseases

Nathalie Dubois Peyrard , Régis Sabbadin , Elise Pelzer , Jean-Noël Aubertot
American Phytopathological Society and Society of Nemato- logist joint meeting, Jul 2007, San Diego, United States
Conference papers hal-01173297v1

Mean field approximation of the policy iteration algorithm for graph-based Markov decision processes

Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
17. European Conference on Artificial Intelligence, Aug 2006, Riva del Garda, Italy
Conference papers hal-02755289v1
Image document

Additive refinements of qualitative decision criteria

Hélène Fargier , Régis Sabbadin
4th International Workshop on Preferences and Decisions (2003), Sep 2003, Trento, Italy. pp.23--29
Conference papers hal-04269865v1

Qualitative Decision Rules under Uncertainty (ECSQARU 2003)

Didier Dubois , Hélène Fargier , Régis Sabbadin
7th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2003), Jul 2003, Aalborg, Denmark. pp.1-21, ⟨10.1007/978-3-540-45062-7_1⟩
Conference papers hal-03463118v1

Qualitative Decision Rules under Uncertainty

Didier Dubois , Hélène Fargier , Régis Sabbadin
7th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2003), Jul 2003, Aalborg, Denmark. pp.1-21, ⟨10.1007/978-3-540-45062-7_1⟩
Conference papers hal-03952102v1
Image document

Qualitative decision under uncertainty: Back to expected utility

Hélène Fargier , Régis Sabbadin
18th International Joint Conference on Artificial Intelligence (IJCAI 2003), Aug 2003, Acapulco, Mexico. pp.303--308
Conference papers hal-04268361v1

Empirical comparison of probabilistic and possibilistic markov decision processes algorithms

Régis Sabbadin
European Conference in Artificial Intelligence, Aug 2000, Berlin, Germany
Conference papers hal-02765775v1

Décision séquentielle possibiliste en environnement partiellement observable

Régis Sabbadin
Conférence RFIA'2000, Feb 2000, Paris, France
Conference papers hal-02768403v1

Can qualitative utility criteria obey the sure thing principle ?

Hélène Fargier , Régis Sabbadin
8th International Conference on Information Processing Managment of Uncertainly (IPMU 2000), Jul 2000, Madrid, Spain
Conference papers hal-02771357v1
Image document

Qualitative decision theory with Sugeno integrals

Didier Dubois , Henri Prade , Régis Sabbadin
14th Conference on Uncertainty in Artificial Intelligence (UAI 1998), Jul 1998, Madison, Wisconsin, United States. pp.121--128, ⟨10.48550/arXiv.1301.7372⟩
Conference papers hal-04026168v1

Diagnostic de charge polluante en cave vinicole par coopération de modèles et contraintes flexibles

Pierre Grenier , Y. Racault , I. Alvarez , Régis Sabbadin , Henri Prade
7th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU 1998), Jul 1998, Paris, France. pp.948--955
Conference papers hal-04026175v1

Logical representation and computation of optimal decisions in a qualitative setting

Didier Dubois , Daniel Le Berre , Henri Prade , Régis Sabbadin
15th National Conference on Artificial Intelligence / 10th Innovative Applications of Artificial Intelligence Conference (AAAI / IAAI 1998), AAAI; IAAI, Jul 1998, Madison, Wisconsin, United States. pp.588--593
Conference papers hal-04026178v1

Diagnostic de charge polluante en cave vinicole par coopération de modèles et contraintes flexibles

Pierre Grenier , Yvan Racault , I. Alvarez , Henri Prade , Régis Sabbadin
7th international conference IPMU Information Processing and Management of in Uncertainty in Knowledge-based Systems = Septième conférence internationale IPMU Traitement d'information et gestion d'incertitudes dans les systèmes à base de connaissances (IPMU 1998), Jul 1998, Paris, France. pp.948-955
Conference papers hal-02577463v1

A possibilistic logic machinery for qualitative decision (AAAI 1997)

Didier Dubois , Henri Prade , Régis Sabbadin
Spring Symposium Series on Qualitative Preferences in Deliberation and Practical Reasoning (AAAI 1997), AAAI, Mar 1997, Stanford, CA, United States
Conference papers hal-04038099v1

Logique possibiliste et décision qualitative

Didier Dubois , Henri Prade , Régis Sabbadin
Rencontres Francophones sur la Logique Floue et ses Applications (LFA 1997), Dec 1997, Lyon, France. pp.115--123
Conference papers hal-04038095v1

Un exemple de problème de satisfaction de contraintes flexibles dans l'industrie vinicole

Régis Sabbadin , Didier Dubois , Pierre Grenier , Henri Prade
5èmes Rencontres Francophones sur la Logique Floue et ses Applications (LFA 1995), Nov 1995, Paris, France. pp.265--272
Conference papers hal-04053418v1
Image document

A plurality of viewpoints regarding the uncertainties of the agroecological transition

Daniele Magda , Nathalie Girard , Valérie Angeon , Célia Cholez , Régis Sabbadin
Agroecological transitions: from theory to practice in local participatory design, Springer Nature Switzerland AG, 335 p., 2018, 978-3-030-01952-5. ⟨10.1007/978-3-030-01953-2_6⟩
Book sections hal-02071898v1

Learning ecological networks from next-generation sequencing data

Corinne Vacher , Alireza Tamaddoni-Nezhad , Stefaniya Kamenova , Nathalie Dubois Peyrard , Yann Moalic
Ecosystem Services: From Biodiversity to Society, Part 2, 54, 2016, Advances In Ecological Research, ⟨10.1016/bs.aecr.2015.10.004⟩
Book sections hal-01533861v1

Planification en intelligence artificielle

Régis Sabbadin , Florent Teichtel , Vincent Vidal
Panorama de l'intelligence artificielle : volume 2, 2, Cepadues, 364 p., 2014, Algorithmes pour l'intelligence artificielle, 978-2364930421
Book sections hal-02798540v1

Modelling interaction networks for enhanced ecosystem services in agroecosystems

Philippe Tixier , Nathalie Dubois Peyrard , Jean-Noël Aubertot , Sabrina Gaba , Julia Radoszycki
Ecological Networks in an Agricultural World, 49, Ecological Networks in an Agricultural World, 524p., 2013, Advances In Ecological Research, 978-0-12-420002-9. ⟨10.1016/B978-0-12-420002-9.00007-X⟩
Book sections hal-01543466v1

Planning under uncertainty with markov decision processes

Régis Sabbadin
Decision making process: concepts and methods, Wiley, 2011, 978-1-84821-116-2
Book sections hal-02805275v1

Non-Standard Criteria

Matthieu Boussard , Maroua Bouzid , Abdel-Illah Mouaddib , Régis Sabbadin , Paul Weng
Markov Decision Processes in Artificial Intelligence, Wiley, pp.319-359, 2010, 978-1-84821-167-4
Book sections hal-01291280v1

A survey of qualitative decision rules under uncertainty

Didier Dubois , Hélène Fargier , Henri Prade , Régis Sabbadin
Bouyssou, Denis; Dubois, Didier; Pirlot, Marc; Prade, Henri. Decision Making Process: Concepts and Methods, Chapter 11, Wiley, pp.435-473, 2009, 978-1848211162
Book sections hal-03353598v1

Critères non classiques

Matthieu Boussard , Maroua Bouzid , Abdel-Illah Mouaddib , Régis Sabbadin , Paul Weng
Processus décisionnels de Markov en intelligence artificielle, Hermès Lavoisier, pp.179-218, 2008, Informatique et systèmes d'information, 978-2-7462-2057-7
Book sections hal-01302149v1

Critères qualitatifs pour la décision dans l'incertain

Didier Dubois , Hélène Fargier , Henri Prade , Régis Sabbadin
Bouyssou, Denis; Dubois, Didier; Pirlot, Marc; Prade, Henri. Concepts et méthodes pour l'aide à la décision 2 : risque et incertain, Chapitre 4, Lavoisier, pp.99-137, 2006, Traité IC2, série Informatique et Systèmes d'Information, 978-2746212909
Book sections hal-03364219v1
Image document

Can qualitative utility criteria obey the sure thing principale?

Hélène Fargier , Régis Sabbadin
Bernadette Bouchon-Meunier; Julio Gutiérrez-Ríos; Luis Magdalena; Ronald R. Yager. Technologies for Constructing Intelligent Systems 1 Tools, 89, Physica-Verlag HD, pp.167--178, 2002, Studies in Fuzziness and Soft Computing (STUDFUZZ), 978-3-662-00329-9. ⟨10.1007/978-3-7908-1797-3_13⟩
Book sections hal-04269871v1

Decision, Non-monotonicreasoning, possibilistic logic: An introductory survey of recent results

Salem Benferhat , Didier Dubois , Hélène Fargier , Henri Prade , Régis Sabbadin
Jack Minker. Logic-Based Artificial Intelligence, 597 (chapter 15), Springer, pp.333-358, 2001, The Springer International Series in Engineering and Computer Science book series (SECS), 978-1-4613-5618-9. ⟨10.1007/978-1-4615-1567-8_15⟩
Book sections hal-03300215v1
Image document

The use of the discrete Sugeno integral in decision-making: a survey

Didier Dubois , Jean-Luc Marichal , Henri Prade , Marc Roubens , Régis Sabbadin
Colorni, A.; Paruccini, M.; Roy, B. A-MCD-A - Aide Multi Critère à la Décision (Multiple Criteria Decision Aiding), European Commission Joint Research Centre, pp.81-98, 2001, 978-9289409940
Book sections hal-03394650v1

Decision, nonmonotonic reasoning and possibilistic logic : an introductory survey of recent results

Salem Benferhat , Didier Dubois , Hélène Fargier , Henri Prade , Régis Sabbadin
Logic-based artificial intelligence, 597, Springer; Kluwer Academic, pp.333-358, 2000, The Springer International Series in Engineering and Computer Science book series (SECS), 978-1-4613-5618-9. ⟨10.1007/978-1-4615-1567-8_15⟩
Book sections hal-02840347v1

Qualitative decision theory with Sugeno integral

Didier Dubois , Henri Prade , Régis Sabbadin
Grabisch, Michel; Murofushi, Toshiaki; Sugeno, Michio. Fuzzy measures and integrals: Theory and Applications, 40, , 2000, Studies in Fuzziness and Soft Computing book series (STUDFUZZ), 978-3790818604
Book sections hal-02840202v1

Qualitative décision theory with Sugeno Integrals

Didier Dubois , Henri Prade , Régis Sabbadin
Grabisch, Michel; Murofushi, Toshiaki; Sugeno, Michio. Fuzzy measures and Integrals: Theory and Applications, 40, Physica-Verlag, pp. 314-322, 2000, Studies in Fuzziness and Soft Computing, 978-3-7908-1860-4
Book sections hal-03394663v1
Image document

A Monte-Carlo planning strategy for medical follow-up optimization: Illustration on multiple myeloma data

Benoîte de Saporta , Aymar Thierry D’argenlieu , Régis Sabbadin , Alice Cleynen
PLoS ONE, 2024, 19 (12), pp.e0315661. ⟨10.1371/journal.pone.0315661⟩
Journal articles hal-04382747v1
Image document

FlywayNet : A hidden semi‐Markov model for inferring the structure of migratory bird networks from count data

Sam Nicol , Marie‐josée Cros , Nathalie Peyrard , Régis Sabbadin , Ronan Trépos
Methods in Ecology and Evolution, 2023, 14 (1), pp.265-279. ⟨10.1111/2041-210X.14011⟩
Journal articles hal-04092604v1
Image document

Toward AI-designed innovation diffusion policies using agent-based simulations and reinforcement learning: The case of digital tool adoption in agriculture

Meritxell Vinyals , Régis Sabbadin , Stéphane Couture , Loïc Sadou , Rallou Thomopoulos
Frontiers in Applied Mathematics and Statistics, 2023, 9 (1000785), ⟨10.3389/fams.2023.1000785⟩
Journal articles hal-04136382v1

Reinforcement learning for crop management support: Review, prospects and challenges

Romain Gautron , Odalric-Ambryn Maillard , Philippe Preux , Marc Corbeels , Régis Sabbadin
Computers and Electronics in Agriculture, 2022, 200, pp.107182. ⟨10.1016/j.compag.2022.107182⟩
Journal articles hal-04688044v1
Image document

Reinforcement Learning for crop management

Romain Gautron , Odalric-Ambrym Maillard , Philippe Preux , Marc Corbeels , Régis Sabbadin
Computers and Electronics in Agriculture, 2022, 200, pp.107182. ⟨10.1016/j.compag.2022.107182⟩
Journal articles hal-03834290v1
Image document

Solving possibilistic games with incomplete information

Nahla Ben Amor , Hélène Fargier , Régis Sabbadin , Meriem Trabelsi
International Journal of Approximate Reasoning, 2022, 143 (C), pp.139 - 158. ⟨10.1016/j.ijar.2022.01.009⟩
Journal articles hal-03744954v2

Multi-Objective Sequential Forest Management Under Risk Using a Markov Decision Process-Pareto Frontier Approach

Stéphane Couture , Marie-Josée Cros , Régis Sabbadin
Environmental Modeling & Assessment, 2021, 26 (2), pp.125-141. ⟨10.1007/s10666-020-09736-4⟩
Journal articles hal-03181768v1
Image document

Improving pest monitoring networks using a simulation-based approach to contribute to pesticide reduction

Marie-Josée Cros , Jean-Noël Aubertot , Sabrina Gaba , Xavier Reboud , Régis Sabbadin
Theoretical Population Biology, 2021, 141, pp.24-33. ⟨10.1016/j.tpb.2021.06.002⟩
Journal articles hal-03295506v1
Image document

Diversity and potentiality of multi-criteria decision analysis methods for agri-food research

Geneviève Gésan-Guiziou , Aude Alaphilippe , Joël Aubin , Christian Bockstaller , Rachel Boutrou
Agronomy for Sustainable Development, 2020, 40 (6), pp.44. ⟨10.1007/s13593-020-00650-3⟩
Journal articles hal-03029648v1

Exact or approximate inference in graphical models: why the choice is dictated by the treewidth, and how variable elimination can be exploited

Nathalie Dubois Peyrard Peyrard , Marie-Josée Cros , Simon de Givry , Alain Franc , Stephane S. Robin
Australian and New Zealand Journal of Statistics, 2019, 61 (2), pp.89-133. ⟨10.1111/anzs.12257⟩
Journal articles hal-02433018v1
Image document

Lexicographic refinements in possibilistic decision trees and finite-horizon Markov decision processes

Nahla Ben Amor , Zeineb El Khalfi , Hélène Fargier , Régis Sabbadin
Fuzzy Sets and Systems, 2019, 366 (1), pp.85-109. ⟨10.1016/j.fss.2018.02.006⟩
Journal articles hal-02621459v1
Image document

Annotation data about multi criteria assessment methods used in the agri-food research: The French national institute for agricultural research (INRA) experience

Geneviève Gésan-Guiziou , Aude Alaphilippe , Mathieu Andro , Joël Aubin , Christian Bockstaller
Data in Brief, 2019, 25, pp.104204. ⟨10.1016/j.dib.2019.104204⟩
Journal articles hal-02263853v1

The value of understanding feedbacks from ecosystem functions to species for managing ecosystems

Hui Xiao , Eve Macdonald-Madden , Régis Sabbadin , Nathalie Peyrard , Laura E. Dee
Nature Communications, 2019, 10, ⟨10.1038/s41467-019-11890-7⟩
Journal articles hal-02618699v1
Image document

Dynamic minimum set problem for reserve design: Heuristic solutions for large problems

Mathieu Bonneau , Régis Sabbadin , Fred A. Johnson , Bradley Stith
PLoS ONE, 2018, 13 (3), ⟨10.1371/journal.pone.0193093⟩
Journal articles hal-02626203v1
Image document

Dynamique des populations : pallier le manque de données

Etienne Auclair , Régis Sabbadin , Nathalie Peyrard
Tangente (Paris), 2018, 68, pp.26-27
Journal articles hal-02618071v1
Image document

There's no harm in having too much: A comprehensive toolbox of methods in trophic ecology

Nabil Majdi , Nicolas Hette-Tronquart , Etienne Auclair , Alexandre Bec , Tiphaine Chouvelon
Food Webs, 2018, 17, pp.e00100-. ⟨10.1016/j.fooweb.2018.e00100⟩
Journal articles hal-01926513v1
Image document

Lexicographic refinements in stationary possibilistic Markov Decision Processes

Nahla Ben Amor , Zeineb El Khalfi , Hélène Fargier , Régis Sabbadin
International Journal of Approximate Reasoning, 2018, 103 (Virtual special issue on the 14th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2017)), pp.343-363. ⟨10.1016/j.ijar.2018.10.011⟩
Journal articles hal-02124080v1

Win-wins for biodiversity and ecosystem service conservation depend on the trophic levels of the species providing services

Hui Xiao , Laura E. Dee , Iadine Chades , Nathalie Peyrard , Régis Sabbadin
Journal of Applied Ecology, 2018, 55 (5), pp.2160 - 2170. ⟨10.1111/1365-2664.13192⟩
Journal articles hal-02621052v1
Image document

Réseau bayésien dynamique étiqueté pour l’apprentissage de structure d’un réseau écologique

Etienne Auclair , David Bohan , Nathalie Dubois Peyrard , Régis Sabbadin
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2018, 32 (1/2018), pp.1-9. ⟨10.3166/RIA.32.1-9⟩
Journal articles hal-02618147v1
Image document

Ce que l'épidémiosurveillance apporte ou n'apporte pas encore à la moindre dépendance aux produits phytopharmaceutiques

Xavier Reboud , Alain Carpentier , Jean-Noël Aubertot , Stephane Lemarié , Nathalie Dubois Peyrard
Innovations Agronomiques, 2017, 59 (Août), pp.81-91. ⟨10.15454/1.5138439824957573E12⟩
Journal articles hal-01593199v1

Finding the best management policy to eradicate invasive species from spatial ecological networks with simultaneous actions

Sam Nicol , Régis Sabbadin , Nathalie Dubois Peyrard , Iadine Chadès
Journal of Applied Ecology, 2017, ⟨10.1111/1365-2664.12884⟩
Journal articles hal-01606443v1
Image document

GMDPtoolbox: A Matlab library for designing spatial management policies. Application to the long-term collective management of an airborne disease

Marie-Josée Cros , Jean-Noël Aubertot , Nathalie Peyrard , Régis Sabbadin
PLoS ONE, 2017, 12 (10), 18 p. ⟨10.1371/journal⟩
Journal articles hal-02617874v1
Image document

Risk aversion and optimal management of an uneven-aged forest under risk of windthrow: A Markov decision process approach

Stéphane Couture , Marie-Josée Cros , Régis Sabbadin
Journal of Forest Economics, 2016, 25, pp.94-114. ⟨10.1016/j.jfe.2016.08.002⟩
Journal articles hal-01413550v1

Sampling for weed spatial distribution mapping need not be adaptive

Mathieu Bonneau , Nathalie Dubois Peyrard Peyrard , Sabrina S. Gaba , Régis Sabbadin
Environmental and Ecological Statistics, 2016, 23 (2), pp.233 - 255. ⟨10.1007/s10651-015-0337-4⟩
Journal articles hal-02640008v1
Image document

Using food-web theory to conserve ecosystems

Eve Mcdonald-Madden , Régis Sabbadin , Edward T. Game , Peter W. J. Baxter , Iadine Chades
Nature Communications, 2016, 7, ⟨10.1038/ncomms10245⟩
Journal articles hal-02633617v1
Image document

Dynamics of weeds in the soil seed bank: a hidden markov model to estimate life history traits from standing plant time series

Benjamin Borgy , Xavier Reboud , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin , Sabrina S. Gaba
PLoS ONE, 2015, 10 (10), ⟨10.1371/journal.pone.0139278⟩
Journal articles hal-02630234v1

MDPtoolbox: a multi-platform toolbox to solve stochastic dynamic programming problems

Iadine Chadès , Guillaume Chapron , Marie-Josée Cros , Frederick F. Garcia , Régis Sabbadin
Ecography, 2014, Online: 14 JUL 2014, ⟨10.1111/ecog.00888⟩
Journal articles hal-02631147v1

Reinforcement learning-based design of sampling policies under cost constraints in Markov random fields: application to weed map reconstruction

Mathieu Bonneau , Sabrina S. Gaba , Nathalie Dubois Peyrard Peyrard , Régis Sabbadin
Computational Statistics and Data Analysis, 2014, 72, pp.30-44. ⟨10.1016/j.csda.2013.10.002⟩
Journal articles hal-02633760v1
Image document

Model-based adaptive spatial sampling for occurrence map construction

Nathalie Dubois Peyrard Peyrard , Régis Sabbadin , Danny Spring , Barry Brook , Ralph Mac Nally
Statistics and Computing, 2013, 3 (1), pp.29-42. ⟨10.1007/s11222-011-9287-3⟩
Journal articles hal-02645082v1

Décision dans les agro-écosystèmes

Gauthier Quesnel , Mahuna Akplogan , Mathieu Bonneau , Roger Martin-Clouaire , Nathalie Dubois Peyrard Peyrard
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2013, 27 (4-5), pp.409-442. ⟨10.3166/ria.27.409-442⟩
Journal articles hal-02650505v1

A framework and a mean-field algorithm for the local control of spatial processes

Régis Sabbadin , Nathalie Peyrard , Nicklas Forsell
International Journal of Approximate Reasoning, 2012, 53 (1), pp.66-86. ⟨10.1016/j.ijar.2011.09.007⟩
Journal articles hal-00833151v1

Management of the risk of wind damage in forestry: a graph-based Markov decision process approach

Nicklas Forsell , Peder Wikström , Frederick Garcia , Régis Sabbadin , Kristina Blennow
Annals of Operations Research, 2011, 190 (1), pp.57-74. ⟨10.1007/s10479-009-0522-7⟩
Journal articles hal-00833150v1

Complexity results and algorithms for possibilistic influence diagrams

Laurent Garcia , Régis Sabbadin
Artificial Intelligence, 2008, 172 (8-9), pp.1018-1044. ⟨10.1016/j.artint.2007.11.008⟩
Journal articles hal-02661247v1
Image document

Dynamic reserve site selection under contagion risk of deforestation

Régis Sabbadin , Danny Spring , Charles-Elie Rabier
Ecological Modelling, 2007, 201 (1), pp.75-81. ⟨10.1016/j.ecolmodel.2006.07.036⟩
Journal articles hal-02657333v1

Qualitative decision under uncertainty : back to expected utility

Hélène Fargier , Régis Sabbadin
Artificial Intelligence, 2005, 164 (1-2), pp.245-280. ⟨10.1016/j.artini.2004.12.002⟩
Journal articles hal-02679268v1

Qualitative decision under uncertainty: back to expected utility

Hélène Fargier , Régis Sabbadin
Artificial Intelligence, 2005, 164 (1-2), pp.245--280. ⟨10.1016/j.artint.2004.12.002⟩
Journal articles hal-04268352v1

Exception-tolerant reasoning and decision under uncertainty using qualitative possibility theory

Salem Benferhat , Didier Dubois , Hélène Fargier , Henri Prade , Régis Sabbadin
KI - Künstliche Intelligenz, 2001, 15 (3), pp.9-15
Journal articles hal-03299686v1

Decision-theoretic foundations of qualitative possibility theory

Didier Dubois , Henri Prade , Régis Sabbadin
European Journal of Operational Research, 2001, 128 (3), pp.459-478. ⟨10.1016/S0377-2217(99)00473-7⟩
Journal articles hal-03385598v1

The use of the discrete Sugeno integral in decision-making: a survey

Didier Dubois , Jean-Luc Marichal , Henri Prade , Marc Roubens , Régis Sabbadin
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2001, 9 (5), pp. 539-561. ⟨10.1142/S0218488501001058⟩
Journal articles hal-03394646v1
Image document

Using possibilistic logic for modeling qualitative decision: Atms-based algorithms

Didier Dubois , Daniel Le Berre , Henri Prade , Régis Sabbadin
Fundamenta Informaticae, 1999, 37 (1-2), pp.1-30. ⟨10.3233/FI-1999-371201⟩
Journal articles hal-03300799v1
Image document

Towards qualitative approaches to multi-stage decision making

Régis Sabbadin , Hélène Fargier , Jérôme Lang
International Journal of Approximate Reasoning, 1998, 19 (3-4), pp.441-471. ⟨10.1016/S0888-613X(98)10019-1⟩
Journal articles hal-02695199v1

A fuzzy constraint satisfaction problem in the wine industry

Régis Sabbadin , Didier Dubois , Henri Prade , Pierre Grenier
Journal of Intelligent and Fuzzy Systems, 1998, Applications in Engineering and Technology, 6 (3), pp.361-374
Journal articles hal-02577830v1
Image document

Modèles et algorithmes pour la décision séquentielle dans l'incertain

Régis Sabbadin
Mathématiques [math]. Université Toulouse III - Paul Sabatier, 2009
Accreditation to supervise research tel-02818771v1