2024
DiffVersify: a Scalable Approach to Differentiable Pattern Mining with Coverage Regularization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024
Attention-Based Cloth Manipulation from Model-free Topological Representation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024
SLIM: Skill Learning with Multiple Critics.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024
Unsupervised Skill Discovery for Robotic Manipulation through Automatic Task Generation.
Proceedings of the 23rd IEEE-RAS International Conference on Humanoid Robots, 2024
2023
Controlling the Solo12 Quadruped Robot with Deep Reinforcement Learning.
CoRR, 2023
LARG, Language-based Automatic Reward and Goal Generation.
CoRR, 2023
Safety-Aware Unsupervised Skill Discovery.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
A Hierarchical Scheme for Adapting Learned Quadruped Locomotion.
Proceedings of the 22nd IEEE-RAS International Conference on Humanoid Robots, 2023
2021
Towards syntax-aware token embeddings.
Nat. Lang. Eng., 2021
Learning Reachable Manifold and Inverse Mapping for a Redundant Robot manipulator.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Demonstration-Conditioned Reinforcement Learning for Few-Shot Imitation.
Proceedings of the 38th International Conference on Machine Learning, 2021
Globalizing BERT-based Transformer Architectures for Long Document Summarization.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
2020
Learning Visual Representations with Caption Annotations.
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
Overview of the sixth dialog system technology challenge: DSTC6.
Comput. Speech Lang., 2019
Dialog System Technology Challenge 7.
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CoRR, 2019
Implicit Discourse Relation Classification with Syntax-Aware Contextualized Word Representations.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019
2018
ReviewQA: a relational aspect-based opinion reading dataset.
CoRR, 2018
2017
Non-Markovian Control with Gated End-to-End Memory Policy Networks.
CoRR, 2017
Hybrid Feature Factored System for Scoring Extracted Passage Relevance in Regulatory Filings.
Proceedings of the 3rd International Workshop on Data Science for Macro-Modeling with Financial and Economic Datasets, 2017
Dialog state tracking, a machine reading approach using Memory Network.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Gated End-to-End Memory Networks.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
2016
Energy-aware probing period dimensioning algorithms for mobile WSN-HEAP.
Int. J. Sens. Networks, 2016
Spectral decomposition method of dialog state tracking via collective matrix factorization.
Dialogue Discourse, 2016
Dialog state tracking, a machine reading approach using a memory-enhanced neural network.
CoRR, 2016
XRCE at SemEval-2016 Task 5: Feedbacked Ensemble Modeling on Syntactico-Semantic Knowledge for Aspect Based Sentiment Analysis.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016
A Recurrent and Compositional Model for Personality Trait Recognition from Short Texts.
Proceedings of the Workshop on Computational Modeling of People's Opinions, 2016
2015
Accelerating Stochastic Gradient Descent via Online Learning to Sample.
CoRR, 2015
Motivating Personality-aware Machine Translation.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
XRCE Personal Language Analytics Engine for Multilingual Author Profiling: Notebook for PAN at CLEF 2015.
Proceedings of the Working Notes of CLEF 2015, 2015
2014
QoE-Based Server Selection for Content Distribution Networks.
IEEE Trans. Computers, 2014
2013
A robust, adaptive and hierarchical knowledge dissemination architecture.
Proceedings of the 2013 IEEE Global Communications Conference, 2013
2012
User-centric Content Distribution Network architecture.
Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012
2010
Multi-objective Reinforcement Learning for Responsive Grids.
J. Grid Comput., 2010
A Principled Method for Exploiting Opening Books.
Proceedings of the Computers and Games - 7th International Conference, 2010
2009
Combiner connaissances expertes, hors-ligne, transientes et en ligne pour l'exploration Monte-Carlo. Apprentissage et MC.
Rev. d'Intelligence Artif., 2009
Toward autonomic grids: analyzing the job flow with affinity streaming.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
Grid Coevolution for Adaptive Simulations: Application to the Building of Opening Books in the Game of Go.
Proceedings of the Applications of Evolutionary Computing, 2009
2008
Utility-Based Reinforcement Learning for Reactive Grids.
Proceedings of the 2008 International Conference on Autonomic Computing, 2008
Grid Differentiated Services: A Reinforcement Learning Approach.
Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008