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hal-02381354v1  Book sections
Petteri KarvinenNatalia Díaz-RodríguezStefan GrönroosJohan Lilius. RDF Stores for Enhanced Living Environments: An Overview
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⟩
hal-01951785v1  Conference papers
Ignacio HuitzilUmberto StracciaNatalia Díaz-RodríguezFernando Bobillo. Datil: Learning Fuzzy Ontology Datatypes
IPMU 2018: 17th Information Processing and Management of Uncertainty in Knowledge-Based Systems Conference., Jun 2018, Cádiz, Spain
hal-02285839v1  Conference papers
René TraoréHugo Caselles-DupréTimothée LesortTe SunNatalia Díaz-Rodríguez et al.  Continual Reinforcement Learning deployed in Real-life using Policy Distillation and Sim2Real Transfer
ICML Workshop on “Multi-Task and Lifelong Reinforcement Learning”, Jun 2019, Long Beach, United States
hal-01931713v1  Conference papers
Antonin RaffinAshley HillRené TraoréTimothée LesortNatalia Díaz-Rodríguez et al.  S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation Learning
NeurIPS 2018 Workshop on “Deep Reinforcement Learning”, Dec 2018, Montreal, Canada
hal-02285831v1  Conference papers
Antonin RaffinAshley HillRené TraoréTimothée LesortNatalia Díaz-Rodríguez et al.  Decoupling feature extraction from policy learning: assessing benefits of state representation learning in goal based robotics
SPiRL 2019 : Workshop on Structure and Priors in Reinforcement Learning at ICLR 2019, May 2019, Nouvelle Orléans, United States
hal-01951488v1  Conference papers
Natalia Díaz-RodríguezVincenzo LomonacoDavid FilliatDavide Maltoni. Don't forget, there is more than forgetting: new metrics for Continual Learning
Workshop on Continual Learning, NeurIPS 2018 (Neural Information Processing Systems, Dec 2018, Montreal, Canada
hal-02381494v1  Conference papers
René TraoréHugo Caselles-DupréTimothée LesortTe SunGuanghang Cai et al.  DISCORL: Continual reinforcement learning via policy distillation
NeurIPS workshop on Deep Reinforcement Learning, Dec 2019, Vancouver, Canada
hal-01951515v1  Conference papers
Vincenzo LomonacoAngelo TrottaMarta ZiosiJuan de Dios Yáñez ÁvilaNatalia Díaz-Rodríguez. Intelligent Drone Swarm for Search and Rescue Operations at Sea
Workshop on AI for Good, NeurIPS 2018 (Neural Information Processing Systems), Dec 2018, Montreal, Canada
hal-02864865v1  Conference papers
Pranav AgarwalAlejandro BetancourtVana PanagiotouNatalia Díaz-Rodríguez. Egoshots, an ego-vision life-logging dataset and semantic fidelity metric to evaluate diversity in image captioning models
ICLR 2020 - 8th International Conference on Learning Representations, Apr 2020, Addis Ababa / Virtual, Ethiopia
hal-02864501v1  Conference papers
Natalia Díaz-RodríguezGalena Pisoni. Accessible Cultural Heritage through Explainable Artificial Intelligence
PATCH 2020 - 11th Workshop on Personalized Access to Cultural Heritage, Jul 2020, Genova / Virtual, Italy
hal-01951531v1  Book sections
Natalia Díaz-RodríguezStefan GrönroosFrank WickströmJohan LiliusHenk Eertink et al.  An Ontology for Wearables Data Interoperability and Ambient Assisted Living Application Development
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⟩