متابعة
Hugo Caselles-Dupré
Hugo Caselles-Dupré
Obvious Research, ISIR (Sorbonne University)
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
2202018
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
1982018
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
120*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
762019
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
39*2019
Towards teachable autonomous agents‏
O Sigaud, H Caselles-Dupré, C Colas, A Akakzia, PY Oudeyer, ...‏
30*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
152018
Are standard object segmentation models sufficient for learning affordance segmentation?‏
H Caselles-Dupré, M Garcia-Ortiz, D Filliat‏
arXiv preprint arXiv:2107.02095, 2021‏
52021
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
52020
Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments‏
H Caselles-Dupré, O Sigaud, M Chetouani‏
Advances in Neural Information Processing Systems 36, 2022‏
32022
OnlyFlow: Optical Flow based Motion Conditioning for Video Diffusion Models‏
M Koroglu, H Caselles-Dupré, GJ Sanmiguel, M Cord‏
arXiv preprint arXiv:2411.10501, 2024‏
22024
Overcoming Referential Ambiguity in language-guided goal-conditioned Reinforcement Learning‏
H Caselles-Dupré, O Sigaud, M Chetouani‏
NeurIPS 2022 workshop on Language and Reinforcement Learning, 2022‏
22022
Utility-based Adaptive Teaching Strategies using Bayesian Theory of Mind‏
C Grislain, H Caselles-Dupré, O Sigaud, M Chetouani‏
arXiv preprint arXiv:2309.17275, 2023‏
12023
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
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
12021
Mind-to-Image: Projecting Visual Mental Imagination of the Brain from fMRI‏
H Caselles-Dupré, C Mellerio, P Hérent, A Lopez-Persem, B Béranger, ...‏
ICML 2024 workshop AI4Science, 2024‏
2024
Enhancing Agent Communication and Learning through Action and Language‏
H Caselles-Dupré, O Sigaud, M Chetouani‏
arXiv preprint arXiv:2308.10842, 2023‏
2023
On the role of Actions and Machine Learning in Artificial Agent Perception.‏
H Caselles-Dupré‏
Institut Polytechnique de Paris, 2021‏
2021
Help Me Explore: Combining Autotelic and Social Learning via Active Goal Queries‏
A Akakzia, H Caselles-Dupré, O Serris, M CHETOUANI, O Sigaud, ...‏
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مقالات 1–19