Scherer, Daniel D.
- A Survey on Quantum Reinforcement Learning
2022/11/07 by Nico Meyer, Christian Ufrecht, Meyer, Nico +9 · 22 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule
2024/04/24 by Maniraman Periyasamy, Periyasamy, Maniraman, Axel Plinge +7 · 7 citations
Engineering · Environmental Science · #Fault Detection and Control Systems #Soil Geostatistics and Mapping #Traffic Prediction and Management Techniques
- Fourier Analysis of Variational Quantum Circuits for Supervised Learning
2024/11/05 by Marco Wiedmann, Wiedmann, Marco, Maniraman Periyasamy +3 · 6 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Robustness and Generalization in Quantum Reinforcement Learning via Lipschitz Regularization
2024/10/28 by Meyer, Nico, Berberich, Julian, Mutschler, Christopher +1 · 5 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Improving Quantum and Classical Decomposition Methods for Vehicle Routing
2024/04/08 by Laura S. Herzog, Herzog, Laura S., F. Wagner +11 · 4 citations
Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Benchmarking Quantum Reinforcement Learning
2025/01/27 by Nico Meyer, Meyer, Nico, Christian Ufrecht +9 · 5 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Quantum Wasserstein Compilation: Unitary Compilation using the Quantum Earth Mover's Distance
2024/09/09 by Richter, Marvin, Abhishek Y. Dubey, Dubey, Abhishek Y. +8 · 1 citation
Mathematics · Physics and Astronomy · #Advanced Mathematical Theories and Applications #FOS: Physical sciences #Quantum Physics (quant-ph) #advanced mathematical theories
- Learning Encodings by Maximizing State Distinguishability: Variational Quantum Error Correction
2025/06/13 by Nico Meyer, Christopher Mutschler, Meyer, Nico +5 · 2 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)