SL
Sofiene Lassoued
cs.AIcs.LGcs.SYeess.SY
On Valency
published · living versionsW_5uy9bp2g·v1 · currentpublished
From Comparison to Selection: Enhancing Cross-Scale Generalization of Pointer Networks Trained with Reinforcement Learning for Capacitated Vehicle Routing Problem
with Devara Tertia, Stefan Lier, Andreas Schwung
1 version
Preprints & journals
6 papers in the corpus · 2024–2026From Comparison to Selection: Enhancing Cross-Scale Generalization of Pointer Networks Trained with Reinforcement Learning for Capacitated Vehicle Routing Problem2610.27936v3 · Sofiene Lassoued, Devara Tertia, Stefan Lier et al.2026 · 0 citationsarXivon Valency
Distributed Optimization of Modular Production Systems using Model-based Reinforcement Learning with Inverse Models2609.11615v1 · Andreas Schwung, Steve Yuwono, Sofiene Lassoued et al.2026 · 0 citationsarXivon Valency
Policy-Based Deep Reinforcement Learning Hyperheuristics for Job-Shop Scheduling Problems2601.11189v1 · Sofiene Lassoued, Asrat Gobachew, Stefan Lier et al.2026 · 0 citationsarXiv
Policy-Based Reinforcement Learning with Action Masking for Dynamic Job Shop Scheduling under Uncertainty: Handling Random Arrivals and Machine Failures2601.09293v1 · Sofiene Lassoued, Stefan Lier, Andreas Schwung2026 · 0 citationsarXiv
Flexible Manufacturing Systems Intralogistics: Dynamic Optimization of AGVs and Tool Sharing Using Coloured-Timed Petri Nets and Actor-Critic RL with Actions Masking2601.04887v1 · Sofiene Lassoued, Laxmikant Shrikant Bahetic, Nathalie Weiß-Borkowskib et al.2026 · 5 citationsJournal of Manufacturing Systems Journal of Manufacturing Systems Volume 82, October 2025, Pages 405-419
Introducing PetriRL: An Innovative Framework for JSSP Resolution Integrating Petri nets and Event-based Reinforcement Learning2402.00046v2 · Sofiene Lassoued, Andreas Schwung2024 · 31 citationsJournal of Manufacturing Systems (2024)
Career total: 10 works. 6 are in this corpus.
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