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Hugo Caselles-Dupré
Hugo Caselles-Dupré
Postdoctoral Researcher, ISIR (Sorbonne University)
Adresse e-mail validée de isir.upmc.fr - Page d'accueil
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Année
Word2Vec applied to Recommendation: Hyperparameters Matter
H Caselles-Dupré, F Lesaint, J Royo-Letelier
RecSys '18 Proceedings of the 12th ACM Conference on Recommender Systems …, 2018
1752018
Generative Models from the perspective of Continual Learning
T Lesort, H Caselles-Dupré, M Garcia-Ortiz, A Stoian, D Filliat
International Joint Conference on Neural Networks (IJCNN 2019), 2018
1452018
DisCoRL: Continual Reinforcement Learning via Policy Distillation
R Traoré, H Caselles-Dupré, T Lesort, T Sun, G Cai, N Díaz-Rodríguez, ...
NeurIPS 2019 Workshop on Deep Reinforcement Learning, 2019
81*2019
Symmetry-based Disentangled Representation Learning requires Interaction with Environments
H Caselles-Dupré, M Garcia Ortiz, D Filliat
Advances in Neural Information Processing Systems 33, 4606-4615, 2019
562019
S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay
H Caselles-Dupré, M Garcia-Ortiz, D Filliat
International Joint Conference on Neural Networks (IJCNN 2021), 2019
37*2019
Towards teachable autonomous agents
O Sigaud, H Caselles-Dupré, C Colas, A Akakzia, PY Oudeyer, ...
25*2021
Flatland: a Lightweight First-Person 2-D Environment for Reinforcement Learning
H Caselles-Dupré, L Annabi, O Hagen, M Garcia-Ortiz, D Filliat
Workshop on Continual Unsupervised Sensorimotor Learning, ICDL-EpiRob 2018 …, 2018
142018
Are standard Object Segmentation models sufficient for Learning Affordance Segmentation?
H Caselles-Dupré, M Garcia-Ortiz, D Filliat
arXiv preprint arXiv:2107.02095, 2021
32021
On the Sensory Commutativity of Action Sequences for Embodied Agents
H Caselles-Dupré, M Garcia-Ortiz, D Filliat
AAMAS 2021 - 20th International Conference on Autonomous Agents and …, 2020
32020
Overcoming Referential Ambiguity in language-guided goal-conditioned Reinforcement Learning
H Caselles-Dupré, O Sigaud, M Chetouani
arXiv preprint arXiv:2209.12758, 2022
22022
Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments
H Caselles-Dupré, O Sigaud, M Chetouani
Advances in Neural Information Processing Systems 36, 2022
22022
Pedagogical Demonstrations and Pragmatic Learning in Artificial Tutor-Learner Interactions
H Caselles-Dupré, M Chetouani, O Sigaud
International Conference on Human-Robot Interaction (HRI 2022) workshop on …, 2022
12022
Enhancing Agent Communication and Learning through Action and Language
CD Hugo, S Olivier, C Mohamed
arXiv preprint arXiv:2308.10842, 2023
2023
Help Me Explore: Combining Autotelic and Social Learning via Active Goal Queries
A Akakzia, H Caselles-Dupré, O Serris, M CHETOUANI, O Sigaud, ...
2022
SCOD: Active Object Detection for Embodied Agents using Sensory Commutativity of Action Sequences
H Caselles-Dupré, M Garcia-Ortiz, D Filliat
NeurIPS 2020 Workshop on BabyMind, 2020, 2021
2021
On the role of Actions and Machine Learning in Artificial Agent Perception.
H Caselles-Dupré
Institut polytechnique de Paris, 2021
2021
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