Extending Knowledge Graphs with Subjective Influence Networks for personalized fashion
Kurt Bollacker
,
Natalia Díaz-Rodríguez
,
Xian Li
Designing Cognitive Cities , 2018
Chapitre d'ouvrage
hal-01952205v1
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Decoupling feature extraction from policy learning: assessing benefits of state representation learning in goal based robotics
Antonin Raffin
,
Ashley Hill
,
René Traoré
,
Timothée Lesort
,
Natalia Díaz-Rodríguez
,
et al.
SPiRL 2019 : Workshop on Structure and Priors in Reinforcement Learning at ICLR 2019 , May 2019, Nouvelle Orléans, United States
Communication dans un congrès
hal-02285831v1
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RDF Stores for Enhanced Living Environments: An Overview
Petteri Karvinen
,
Natalia Díaz-Rodríguez
,
Stefan Grönroos
,
Johan Lilius
Ivan Ganchev; Nuno M. Garcia; Ciprian Dobre; Constandinos X. Mavromoustakis; Rossitza Goleva.
Enhanced Living Environments: Algorithms, Architectures, Platforms, and Systems , Springer, pp.19-52, 2019,
⟨10.1007/978-3-030-10752-9_2⟩
Chapitre d'ouvrage
hal-02381354v1
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Don't forget, there is more than forgetting: new metrics for Continual Learning
Natalia Díaz-Rodríguez
,
Vincenzo Lomonaco
,
David Filliat
,
Davide Maltoni
Workshop on Continual Learning, NeurIPS 2018 (Neural Information Processing Systems , Dec 2018, Montreal, Canada
Communication dans un congrès
hal-01951488v1
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Physics-informed GANs for Coastal Flood Visualization
Björn Lütjens
,
Brandon Leshchinskiy
,
Christian Requena-Mesa
,
Farrukh Chishtie
,
Natalia Díaz-Rodríguez
,
et al.
2020
Pré-publication, Document de travail
hal-02984297v1
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S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation Learning
Antonin Raffin
,
Ashley Hill
,
René Traoré
,
Timothée Lesort
,
Natalia Díaz-Rodríguez
,
et al.
NeurIPS 2018 Workshop on “Deep Reinforcement Learning” , Dec 2018, Montreal, Canada
Communication dans un congrès
hal-01931713v1
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Should artificial agents ask for help in human-robot collaborative problem-solving?
Adrien Bennetot
,
Vicky Charisi
,
Natalia Díaz-Rodríguez
Brain-PIL Workshop - ICRA2020 , Jun 2020, Paris, France
Communication dans un congrès
hal-02871356v1
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Demonstration Guided Actor-Critic Deep Reinforcement Learning for Fast Teaching of Robots in Dynamic Environments
Liang Gong
,
Te Sun
,
Xudong Li
,
Ke Lin
,
Natalia Díaz-Rodríguez
,
et al.
Article dans une revue
hal-03434380v1
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Questioning causality on sex, gender and COVID-19, and identifying bias in large-scale data-driven analyses: the Bias Priority Recommendations and Bias Catalog for Pandemics
Natalia Díaz-Rodríguez
,
Rūta Binkytė-Sadauskienė
,
Wafae Bakkali
,
Sannidhi Bookseller
,
Paola Tubaro
,
et al.
2021
Pré-publication, Document de travail
hal-03228983v1
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An Ontology for Wearables Data Interoperability and Ambient Assisted Living Application Development
Natalia Díaz-Rodríguez
,
Stefan Grönroos
,
Frank Wickström
,
Johan Lilius
,
Henk Eertink
,
et al.
Lotfi A. Zadeh; Ronald R. Yager; Shahnaz N. Shahbazova; Marek Z. Reformat; Vladik Kreinovich.
Recent Developments and the New Direction in Soft-Computing Foundations and Applications , 361, Springer, pp.559-568, 2018, Studies in Fuzziness and Soft Computing,
⟨10.1007/978-3-319-75408-6_43⟩
Chapitre d'ouvrage
hal-01951531v1
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Unsupervised state representation learning with robotic priors: a robustness benchmark
Timothée Lesort
,
Mathieu Seurin
,
Xinrui Li
,
Natalia Díaz Rodríguez
,
David Filliat
2017
Pré-publication, Document de travail
hal-01644423v1
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Open-Ended Learning: A Conceptual Framework Based on Representational Redescription
Stéphane Doncieux
,
David Filliat
,
Natalia Díaz-Rodríguez
,
Timothy Hospedales
,
Richard Duro
,
et al.
Article dans une revue
hal-01889947v1
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Continual Reinforcement Learning deployed in Real-life using Policy Distillation and Sim2Real Transfer
René Traoré
,
Hugo Caselles-Dupré
,
Timothée Lesort
,
Te Sun
,
Natalia Díaz-Rodríguez
,
et al.
ICML Workshop on “Multi-Task and Lifelong Reinforcement Learning” , Jun 2019, Long Beach, United States
Communication dans un congrès
hal-02285839v1
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Deep unsupervised state representation learning with robotic priors: a robustness analysis
Timothée Lesort
,
Mathieu Seurin
,
Xinrui Li
,
Natalia Díaz-Rodríguez
,
David Filliat
Communication dans un congrès
hal-02381375v1
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Explaining Aha! moments in artificial agents through IKE-XAI: Implicit Knowledge Extraction for eXplainable AI
Ikram Chraibi Kaadoud
,
Adrien Bennetot
,
Barbara Mawhin
,
Vicky Charisi
,
Natalia Díaz-Rodríguez
Women in Machine Learning WIML @ Neurips 2022 , Nov 2022, Louisiane, United States.
, 2022
Poster de conférence
hal-03875691v1
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Intelligent Drone Swarm for Search and Rescue Operations at Sea
Vincenzo Lomonaco
,
Angelo Trotta
,
Marta Ziosi
,
Juan de Dios Yáñez Ávila
,
Natalia Díaz-Rodríguez
Workshop on AI for Good, NeurIPS 2018 (Neural Information Processing Systems) , Dec 2018, Montreal, Canada
Communication dans un congrès
hal-01951515v1
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State Representation Learning for Control: An Overview
Timothée Lesort
,
Natalia Díaz-Rodríguez
,
Jean-François Goudou
,
David Filliat
Article dans une revue
hal-01858558v1
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Accessible Cultural Heritage through Explainable Artificial Intelligence
Natalia Díaz-Rodríguez
,
Galena Pisoni
PATCH 2020 - 11th Workshop on Personalized Access to Cultural Heritage , Jul 2020, Genova / Virtual, Italy
Communication dans un congrès
hal-02864501v1
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Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
Alejandro Barredo Arrieta
,
Natalia Díaz-Rodríguez
,
Javier del Ser
,
Adrien Bennetot
,
Siham Tabik
,
et al.
Article dans une revue
hal-02381211v1
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Egoshots, an ego-vision life-logging dataset and semantic fidelity metric to evaluate diversity in image captioning models
Pranav Agarwal
,
Alejandro Betancourt
,
Vana Panagiotou
,
Natalia Díaz-Rodríguez
ICLR 2020 - 8th International Conference on Learning Representations , Apr 2020, Addis Ababa / Virtual, Ethiopia
Communication dans un congrès
hal-02864865v1
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Continual Learning for Robotics: Definition, Framework, Learning Strategies, Opportunities and Challenges
Timothée Lesort
,
Vincenzo Lomonaco
,
Andrei Stoian
,
Davide Maltoni
,
David Filliat
,
et al.
Article dans une revue
hal-02381343v1
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Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities
Remy Kusters
,
Dusan Misevic
,
Hugues Berry
,
Antoine Cully
,
Yann Le Cunff
,
et al.
Article dans une revue
hal-03111148v1
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Datil: Learning Fuzzy Ontology Datatypes
Ignacio Huitzil
,
Umberto Straccia
,
Natalia Díaz-Rodríguez
,
Fernando Bobillo
IPMU 2018: 17th Information Processing and Management of Uncertainty in Knowledge-Based Systems Conference. , Jun 2018, Cádiz, Spain
Communication dans un congrès
hal-01951785v1
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DISCORL: Continual reinforcement learning via policy distillation
René Traoré
,
Hugo Caselles-Dupré
,
Timothée Lesort
,
Te Sun
,
Guanghang Cai
,
et al.
NeurIPS workshop on Deep Reinforcement Learning , Dec 2019, Vancouver, Canada
Communication dans un congrès
hal-02381494v1
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Towards Explainable Neural-Symbolic Visual Reasoning
Adrien Bennetot
,
Jean-Luc Laurent
,
Raja Chatila
,
Natalia Díaz-Rodríguez
2019
Pré-publication, Document de travail
hal-02379596v1
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Explainability in Deep Reinforcement Learning
Alexandre Heuillet
,
Fabien Couthouis
,
Natalia Díaz-Rodríguez
Article dans une revue
hal-03059366v1
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DREAM Architecture: a Developmental Approach to Open-Ended Learning in Robotics
Stephane Doncieux
,
Nicolas Bredeche
,
Léni Kenneth Le Goff
,
Benoît Girard
,
Alexandre Coninx
,
et al.
2020
Pré-publication, Document de travail
hal-02562103v1
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