Mohamad Louai Shehab

According to our database, Mohamad Louai Shehab authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

Active Reward Machine Inference From Raw State Trajectories.

Mohamad Louai Shehab, Antoine Aspeel, Necmiye Ozay

CoRR, April, 2026

2025

Learning Reward Machines from Partially Observed Optimal Policies.

Mohamad Louai Shehab, Antoine Aspeel, Necmiye Ozay

CoRR, February, 2025

Learning Reward Machines from Partially Observed Policies.

Mohamad Louai Shehab, Antoine Aspeel, Necmiye Ozay

Trans. Mach. Learn. Res., 2025

Efficient Reward Identification In Max Entropy Reinforcement Learning with Sparsity and Rank Priors.

Mohamad Louai Shehab, Alperen Tercan, Necmiye Ozay

Proceedings of the 64th IEEE Conference on Decision and Control, 2025

2024

Learning true objectives: Linear algebraic characterizations of identifiability in inverse reinforcement learning.

Mohamad Louai Shehab, Antoine Aspeel, Nikos Aréchiga, Andrew Best, Necmiye Ozay

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

2022

Outlier-robust Inverse Reinforcement Learning and Reward-based Detection of Anomalous Driving Behaviors.

Dan Li, Mohamad Louai Shehab, Zexiang Liu, Nikos Aréchiga, Jonathan A. DeCastro, Necmiye Ozay

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022