Hugo Caselles-Dupré

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 27

Top Topics

Reinforcement Learning

Top Venues

Publications

Hugo Caselles-Dupré, Charles Mellerio, Paul Hérent, Alizée Lopez-Persem, Benoit Béranger, Mathieu Soularue, Pierre Fautrel, Gauthier Vernier, Matthieu Cord
Mind-to-Image: Projecting Visual Mental Imagination of the Brain from fMRI. CoRR (2024)
Clémence Grislain, Hugo Caselles-Dupré, Olivier Sigaud, Mohamed Chetouani
Utility-based Adaptive Teaching Strategies using Bayesian Theory of Mind. CoRR (2023)
Olivier Sigaud, Ahmed Akakzia, Hugo Caselles-Dupré, Cédric Colas, Pierre-Yves Oudeyer, Mohamed Chetouani
Toward Teachable Autotelic Agents. IEEE Trans. Cogn. Dev. Syst. 15 (3) (2023)
Hugo Caselles-Dupré, Olivier Sigaud, Mohamed Chetouani
Enhancing Agent Communication and Learning through Action and Language. CoRR (2023)
Hugo Caselles-Dupré, Olivier Sigaud, Mohamed Chetouani
Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments. CoRR (2022)
Hugo Caselles-Dupré, Olivier Sigaud, Mohamed Chetouani
Overcoming Referential Ambiguity in Language-Guided Goal-Conditioned Reinforcement Learning. CoRR (2022)
Hugo Caselles-Dupré, Mohamed Chetouani, Olivier Sigaud
Pedagogical Demonstrations and Pragmatic Learning in Artificial Tutor-Learner Interactions. CoRR (2022)
Hugo Caselles-Dupré, Olivier Sigaud, Mohamed Chetouani
Pragmatically Learning from Pedagogical Demonstrations in Multi-Goal Environments. NeurIPS (2022)
Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay. IJCNN (2021)
Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
On the Sensory Commutativity of Action Sequences for Embodied Agents. AAMAS (2021)
Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
SCOD: Active Object Detection for Embodied Agents using Sensory Commutativity of Action Sequences. CoRR (2021)
Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
Are standard Object Segmentation models sufficient for Learning Affordance Segmentation? CoRR (2021)
Olivier Sigaud, Hugo Caselles-Dupré, Cédric Colas, Ahmed Akakzia, Pierre-Yves Oudeyer, Mohamed Chetouani
Towards Teachable Autonomous Agents. CoRR (2021)
Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
On the Sensory Commutativity of Action Sequences for Embodied Agents. CoRR (2020)
Gauthier Vernier, Hugo Caselles-Dupré, Pierre Fautrel
Facets of AGI: Where Science Meets Spirituality. Patterns 1 (8) (2020)
Gauthier Vernier, Hugo Caselles-Dupré, Peirre Fautrel
Electric Dreams of Ukiyo: A Series of Japanese Artworks Created by an Artificial Intelligence. Patterns 1 (2) (2020)
René Traoré, Hugo Caselles-Dupré, Timothée Lesort, Te Sun, Natalia Díaz Rodríguez, David Filliat
Continual Reinforcement Learning deployed in Real-life using Policy Distillation and Sim2Real Transfer. CoRR (2019)
Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay. CoRR (2019)
Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
Symmetry-Based Disentangled Representation Learning requires Interaction with Environments. NeurIPS (2019)
René Traoré, Hugo Caselles-Dupré, Timothée Lesort, Te Sun, Guanghang Cai, Natalia Díaz Rodríguez, David Filliat
DisCoRL: Continual Reinforcement Learning via Policy Distillation. CoRR (2019)
Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
Symmetry-Based Disentangled Representation Learning requires Interaction with Environments. CoRR (2019)
Timothée Lesort, Hugo Caselles-Dupré, Michaël Garcia Ortiz, Andrei Stoian, David Filliat
Generative Models from the perspective of Continual Learning. IJCNN (2019)
Hugo Caselles-Dupré, Florian Lesaint, Jimena Royo-Letelier
Word2vec applied to recommendation: hyperparameters matter. RecSys (2018)
Hugo Caselles-Dupré, Michaël Garcia Ortiz, David Filliat
Continual State Representation Learning for Reinforcement Learning using Generative Replay. CoRR (2018)
Hugo Caselles-Dupré, Louis Annabi, Oksana Hagen, Michaël Garcia Ortiz, David Filliat
Flatland: a Lightweight First-Person 2-D Environment for Reinforcement Learning. CoRR (2018)
Hugo Caselles-Dupré, Florian Lesaint, Jimena Royo-Letelier
Word2Vec applied to Recommendation: Hyperparameters Matter. CoRR (2018)
Timothée Lesort, Hugo Caselles-Dupré, Michaël Garcia Ortiz, Andrei Stoian, David Filliat
Generative Models from the perspective of Continual Learning. CoRR (2018)