Flatland: a Lightweight First-Person 2-D Environment for Reinforcement Learning. - Hugo Caselles-Dupré; Louis Annabi; Oksana Hagen; Michaël Garcia Ortiz; David Filliat (CoRR, 2018)

State representation learning with recurrent capsule networks. - Louis Annabi; Michaël Garcia Ortiz (CoRR, 2018)

Autonomous learning and chaining of motor primitives using the Free Energy Principle. - Louis Annabi; Alexandre Pitti; Mathias Quoy (IJCNN, 2020)

A Predictive Coding Account for Chaotic Itinerancy. - Louis Annabi; Alexandre Pitti; Mathias Quoy (ICANN (1), 2021)

Bidirectional interaction between visual and motor generative models using Predictive Coding and Active Inference. - Louis Annabi; Alexandre Pitti; Mathias Quoy (Neural Networks, 2021)

Designing recurrent neural architectures for prediction, inference and learning in a long-term memory of sequences using predictive coding. (Modèles neurocomputationnels pour la prédiction, l'inférence et l'apprentissage au sein d'un mémoire à long-terme de séquences se basant sur le codage prédictif). - Louis Annabi (2021)

On the relationship between variational inference and auto-associative memory. - Louis Annabi; Alexandre Pitti; Mathias Quoy (NeurIPS, 2022)

Intrinsically Motivated Learning of Causal World Models. - Louis Annabi (CoRR, 2022)

Continual Sequence Modeling With Predictive Coding. - Louis Annabi; Alexandre Pitti; Mathias Quoy (Frontiers Neurorobotics, 2022)

Analyzing Data Efficiency and Performance of Machine Learning Algorithms for Assessing Low Back Pain Physical Rehabilitation Exercises. - Aleksa Marusic; Louis Annabi; Sao Mai Nguyen; Adriana Tapus (ECMR, 2023)

Prerequisite Structure Discovery in Intelligent Tutoring Systems. - Louis Annabi; Sao Mai Nguyen (ICDL, 2023)

Unsupervised Motion Retargeting for Human-Robot Imitation. - Louis Annabi; Ziqi Ma; Sao Mai Nguyen (HRI (Companion), 2024)

Analyzing Data Efficiency and Performance of Machine Learning Algorithms for Assessing Low Back Pain Physical Rehabilitation Exercises. - Aleksa Marusic; Louis Annabi; Sao Msi Nguyen; Adriana Tapus (CoRR, 2024)