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Simon Hirlaender — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Simon Hirlaender
7
papers ·
20
citations ·
6
h-index
University of Salzburg
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Model-free and Bayesian Ensembling Model-based Deep Reinforcement Learning for Particle Accelerator Control Demonstrated on the FERMI FEL
2020 · 11 citations
Python-Based Reinforcement Learning on Simulink Models
2024 · 7 citations
Multi-Objective Reinforcement Learning for Energy-Efficient Industrial Control
2025 · 2 citations
Safe Reinforcement Learning using Ideas from Model Predictive Control
2026
Reinforcement Learning for Optimal Experiment Design in Parameter Identification of Mechatronic Systems
2026
Comparison of Model Predictive Control and Proximal Policy Optimization for a 1-DOF Helicopter System
2024
Top co-authors
Jakob Rehrl
· 5
Stefan Huber
· 3
Georg Sch\"afer
· 2
Georg Schäfer
· 2
Georg Schaefer
· 1
Julian Langschwert
· 1
Max Schirl
· 1
Niky Bruchon
· 1
R. L. Seliger
· 1
Stefan Huber
· 1
Stefan Huber
· 1
Topics
Model-Based RL
Safe RL
Multi-Agent
Exploration
Value-Based
Policy Gradient