Sofiene Lassoued

According to our database, Sofiene Lassoued authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2026

Policy-Based Deep Reinforcement Learning Hyperheuristics for Job-Shop Scheduling Problems.

Sofiene Lassoued, Asrat Mekonnen Gobachew, Stefan Lier, Andreas Schwung

CoRR, January, 2026

Policy-Based Reinforcement Learning with Action Masking for Dynamic Job Shop Scheduling under Uncertainty: Handling Random Arrivals and Machine Failures.

Sofiene Lassoued, Stefan Lier, Andreas Schwung

CoRR, January, 2026

Flexible Manufacturing Systems Intralogistics: Dynamic Optimization of AGVs and Tool Sharing Using Coloured-Timed Petri Nets and Actor-Critic RL with Actions Masking.

Sofiene Lassoued, Laxmikant Shrikant Baheti, Nathalie Weiß-Borkowski, Stefan Lier, Andreas Schwung

CoRR, January, 2026

2025

Learnable Petri Net Neural Network Using Max-Plus Algebra.

Mohammed Sharafath Abdul Hameed, Sofiene Lassoued, Andreas Schwung

Mach. Learn. Knowl. Extr., 2025

2024

Introducing PetriRL: An Innovative Framework for JSSP Resolution Integrating Petri nets and Event-based Reinforcement Learning.

Sofiene Lassoued, Andreas Schwung

CoRR, 2024