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Andreas Schwung — most-cited papers & profile · Reinforcement Learning
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Andreas Schwung
8
papers ·
8
citations ·
18
h-index
South Westphalia University of Applied Sciences · South University
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Most-cited papers
Graph neural networks-based Scheduler for Production planning problems using Reinforcement Learning
2020 · 4 citations
Policy-Based Reinforcement Learning with Action Masking for Dynamic Job Shop Scheduling under Uncertainty: Handling Random Arrivals and Machine Failures
2026
Policy-Based Deep Reinforcement Learning Hyperheuristics for Job-Shop Scheduling Problems
2026
Curiosity Based Reinforcement Learning on Robot Manufacturing Cell
2020
Introducing PetriRL: An Innovative Framework for JSSP Resolution Integrating Petri nets and Event-based Reinforcement Learning
2024
Top co-authors
Sofiene Lassoued
· 3
Mohammed Sharafath Abdul Hameed
· 2
Stefan Lier
· 2
Asrat Gobachew
· 1
Md Muzahid Khan
· 1
Topics
cs.AI
Value-Based
Model-Based RL
Multi-Agent
Exploration
Meta-RL