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Sofiene Lassoued

Observed name: Lassoued, Sofiene
ORCID: 0000-0001-7919-6939
Observed ORCID: 0000-0001-7919-6939
OpenAlex ID: A5093856364
Introducing PetriRL: An innovative framework for JSSP resolution integrating Petri nets and event-based reinforcement learning
2024 · Sofiene Lassoued, Andreas Schwung · Journal of Manufacturing Systems · 31
Flexible Manufacturing Systems intralogistics: Dynamic optimization of AGVs and tool sharing using Colored-Timed Petri Nets and actor–critic RL with actions masking
2025 · Sofiene Lassoued, Laxmikant Shrikant Baheti, et al. · Journal of Manufacturing Systems · 6
From Comparison to Selection: Enhancing Cross-Scale Generalization of Pointer Networks Trained with Reinforcement Learning for Capacitated Vehicle Routing Problem
2026 · Lassoued, Sofiene, Tertia, Devara, et al. · arXiv (Cornell University)
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Distributed Optimization of Modular Production Systems using Model-based Reinforcement Learning with Inverse Models
2026 · Schwung, Andreas, Yuwono, Steve, et al. · arXiv (Cornell University)
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Unsupervised Fuzzy Multi-Objective Optimization for Complex Decision-Making Problems
2026 · Diyar Altinses, Sofiene Lassoued, et al. · International Conference on Control, Decision and Information Technologies (CoDIT)
Toward Just-In-Time Production Scheduling Using Masked Actor-Critic Reinforcement Learning and Colored Timed Petri Nets
2026 · Sofiene Lassoued, Diyar Altinses, et al. · International Conference on Control, Decision and Information Technologies (CoDIT)
Policy-Based Deep Reinforcement Learning Hyperheuristics for Job-Shop Scheduling Problems
2026 · Lassoued, Sofiene, Gobachew, Asrat, et al. · arXiv (Cornell University)
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Policy-Based Reinforcement Learning with Action Masking for Dynamic Job Shop Scheduling under Uncertainty: Handling Random Arrivals and Machine Failures
2026 · Lassoued, Sofiene, Lier, Stefan, et al. · arXiv (Cornell University)
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Learnable Petri Net Neural Network Using Max-Plus Algebra
2025 · Mohammed Sharafath Abdul Hameed, Sofiene Lassoued, et al. · Machine Learning and Knowledge Extraction
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Works count: 10
Citation count: 37
H-index: 2
I10-index: 1
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