Arthur Aubret

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Cognitive Development

Intrinsic Motivation

Top Venues

IEEE Trans. Cogn. Dev. Syst.

Publications

Dominik Mattern, Pierre Schumacher, Francisco M. López, Marcel C. Raabe, Markus Roland Ernst, Arthur Aubret, Jochen Triesch
MIMo: A Multimodal Infant Model for Studying Cognitive Development. IEEE Trans. Cogn. Dev. Syst. 16 (4) (2024)
Markus Roland Ernst, Francisco M. López, Arthur Aubret, Roland W. Fleming, Jochen Triesch
Self-Supervised Learning of Color Constancy. CoRR (2024)
Arthur Aubret, Céline Teulière, Jochen Triesch
Self-supervised visual learning from interactions with objects. CoRR (2024)
Arthur Aubret, Timothy Schaumlöffel, Gemma Roig, Jochen Triesch
Learning Object Semantic Similarity with Self-Supervision. CoRR (2024)
Arthur Aubret, Laëtitia Matignon, Salima Hassas
An Information-Theoretic Perspective on Intrinsic Motivation in Reinforcement Learning: A Survey. Entropy 25 (2) (2023)
Timothy Schaumlöffel, Arthur Aubret, Gemma Roig, Jochen Triesch
Caregiver Talk Shapes Toddler Vision: A Computational Study of Dyadic Play. CoRR (2023)
Arthur Aubret, Markus Roland Ernst, Céline Teulière, Jochen Triesch
Time to augment self-supervised visual representation learning. ICLR (2023)
Dominik Mattern, Pierre Schumacher, Francisco M. López, Marcel C. Raabe, Markus Roland Ernst, Arthur Aubret, Jochen Triesch
MIMo: A Multi-Modal Infant Model for Studying Cognitive Development. CoRR (2023)
Timothy Schaumlöffel, Arthur Aubret, Gemma Roig, Jochen Triesch
Caregiver Talk Shapes Toddler Vision: A Computational Study of Dyadic Play. ICDL (2023)
Arthur Aubret, Laëtitia Matignon, Salima Hassas
DisTop: Discovering a Topological Representation to Learn Diverse and Rewarding Skills. IEEE Trans. Cogn. Dev. Syst. 15 (4) (2023)
Arthur Aubret, Markus Roland Ernst, Céline Teulière, Jochen Triesch
Time to augment contrastive learning. CoRR (2022)
Arthur Aubret, Céline Teulière, Jochen Triesch
Embodied vision for learning object representations. CoRR (2022)
Arthur Aubret, Céline Teulièr, Jochen Triesch
Toddler-inspired embodied vision for learning object representations. ICDL (2022)
Arthur Aubret, Laétitia Matignon, Salima Hassas
An information-theoretic perspective on intrinsic motivation in reinforcement learning: a survey. CoRR (2022)
Dominik Mattern, Francisco M. López, Markus Roland Ernst, Arthur Aubret, Jochen Triesch
MIMo: A Multi-Modal Infant Model for Studying Cognitive Development in Humans and AIs. ICDL (2022)
Arthur Aubret, Laëtitia Matignon, Salima Hassas
DisTop: Discovering a Topological representation to learn diverse and rewarding skills. CoRR (2021)
Arthur Aubret, Laëtitia Matignon, Salima Hassas
ELSIM: End-to-End Learning of Reusable Skills Through Intrinsic Motivation. ECML/PKDD (2) (2020)
Arthur Aubret, Laëtitia Matignon, Salima Hassas
ELSIM: End-to-end learning of reusable skills through intrinsic motivation. CoRR (2020)
Arthur Aubret, Laëtitia Matignon, Salima Hassas
A survey on intrinsic motivation in reinforcement learning. CoRR (2019)