Santos, Luis Paulo
- Policy Gradients using Variational Quantum Circuits
2022/03/20 by André Sequeira, Luís Paulo Santos, Sequeira, André +3 · 7 citations
Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #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)
- Reducing the Resources Required by ADAPT-VQE Using Coupled Exchange Operators and Improved Subroutines
2024/07/11 by Ramôa, Mafalda, Anastasiou, Panagiotis G., Santos, Luis Paulo +3 · 12 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Bayesian Quantum Amplitude Estimation
2024/12/05 by Alexandra Ramôa, Ramôa, Alexandra, Luís Paulo Santos +1 · 4 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
- Trainability issues in quantum policy gradients
2024/06/13 by André Sequeira, Sequeira, André, Luís Santos +3 · 2 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
- On Quantum Natural Policy Gradients
2024/01/16 by André Sequeira, Luís Paulo Santos, Sequeira, André +3 · 1 citation
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)
- A hybrid classical-quantum approach to highly constrained Unit Commitment problems
2024/12/15 by Bruna Pfeiffer Salgado, Salgado, Bruna, André Sequeira +3 · 1 citation
Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)