Abdelghani Ghanem

According to our database, Abdelghani Ghanem authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Entropy-Regularized Adjoint Matching for Offline Reinforcement Learning.

Abdelghani Ghanem, Mounir Ghogho

CoRR, May, 2026

2025

Supervised learning methods for offline reinforcement learning. (Méthodes d'apprentissage supervisé pour l'apprentissage par renforcement hors ligne).

Abdelghani Ghanem

PhD thesis, 2025

State Prediction for Offline Reinforcement Learning via Sequence-to-Sequence Modeling.

Abdelghani Ghanem, Mounir Ghogho, Philippe Ciblat

Proceedings of the 35th IEEE International Workshop on Machine Learning for Signal Processing, 2025

When Can Sequence Modelling Approaches Recover the Target Policy in Offline Reinforcement Learning? A Statistical Analysis.

Abdelghani Ghanem, Philippe Ciblat, Mounir Ghogho

Proceedings of the 33rd European Signal Processing Conference, 2025

2023

Multi-Objective Decision Transformers for Offline Reinforcement Learning.

Abdelghani Ghanem, Philippe Ciblat, Mounir Ghogho

CoRR, 2023

2022

SimSCL: A Simple Fully-Supervised Contrastive Learning Framework for Text Representation.

Youness Moukafih, Abdelghani Ghanem, Karima Abidi, Nada Sbihi, Mounir Ghogho, Kamel Smaïli

Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022