Retro-engineering state machines into PDDL domains. - Maxence Grand; Humbert Fiorino; Damien Pellier (ICTAI, 2020)

AMLSI: A Novel Accurate Action Model Learning Algorithm. - Maxence Grand; Humbert Fiorino; Damien Pellier (CoRR, 2020)

IncrAMLSI: Incremental Learning of Accurate Planning Domains from Partial and Noisy Observations. - Maxence Grand; Humbert Fiorino; Damien Pellier (ICTAI, 2021)

TempAMLSI : Temporal Action Model Learning based on Grammar Induction. - Maxence Grand; Damien Pellier; Humbert Fiorino (CoRR, 2021)

TempAMLSI: Temporal Action Model Learning Based on STRIPS Translation. - Maxence Grand; Damien Pellier; Humbert Fiorino (ICAPS, 2022)

An Accurate PDDL Domain Learning Algorithm from Partial and Noisy Observations. - Maxence Grand; Damien Pellier; Humbert Fiorino (ICTAI, 2022)

HDDL 2.1: Towards Defining an HTN Formalism with Time. - Damien Pellier; Humbert Fiorino; Maxence Grand; Alexandre Albore; Rafael Bailon-Ruiz (CoRR, 2022)

An Accurate HDDL Domain Learning Algorithm from Partial and Noisy Observations. - Maxence Grand; Humbert Fiorino; Damien Pellier (CoRR, 2022)

Action Model Learning based on Regular Grammar Induction for AI Planning. (Apprentissage de Modèle d'Actions basé sur l'Induction Grammaticale Régulière pour la Planification en Intelligence Artificielle). - Maxence Grand (2022)

Apprentissage de domaines HDDL à partir d'observations partielles et bruitées. - Maxence Grand; Damien Pellier; Humbert Fiorino (JIAF-JFPDA, 2024)

GAIPAT - Dataset on Human Gaze and Actions for Intent Prediction in Assembly Tasks. - Maxence Grand; Damien Pellier; Francis Jambon (HRI, 2025)