Reinhardt, Dirk
- Synthesis of Model Predictive Control and Reinforcement Learning: Survey and Classification
2025/02/04 by Rudolf Reiter, Jasper Hoffmann, Reiter, Rudolf +14 · 10 citations
Engineering · #Advanced Control Systems Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Learning-based MPC from Big Data Using Reinforcement Learning
2023/01/04 by Shambhuraj Sawant, Sawant, Shambhuraj, Akhil S Anand +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Microbial Metabolic Engineering and Bioproduction #Systems and Control (eess.SY) #electronic engineering #information engineering
- Differentiable Nonlinear Model Predictive Control
2025/05/02 by Frey, Jonathan, Baumgärtner, Katrin, Frison, Gianluca +5 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Deep active learning for nonlinear system identification
2023/02/24 by Lundby, Erlend Torje Berg, Rasheed, Adil, Halvorsen, Ivar Johan +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Systems and Control (eess.SY) #electronic engineering #information engineering
- All AI Models are Wrong, but Some are Optimal
2025/01/10 by Akhil S Anand, Anand, Akhil S, Shambhuraj Sawant +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)