André Sequeira

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Reinforcement Learning

Top Venues

Quantum Mach. Intell.

Publications

André Sequeira, Luís Paulo Santos, Luís Soares Barbosa
On Quantum Natural Policy Gradients. CoRR (2024)
André Sequeira, Luís Paulo Santos, Luís Soares Barbosa
Trainability issues in quantum policy gradients. CoRR (2024)
Rodrigo Coelho, André Sequeira, Luís Paulo Santos
VQC-Based Reinforcement Learning with Data Re-uploading: Performance and Trainability. CoRR (2024)
Javier Mancilla, André Sequeira, Tomas Tagliani, Francisco Llaneza, Claudio Beiza
Empowering Credit Scoring Systems with Quantum-Enhanced Machine Learning. CoRR (2024)
Rodrigo Coelho, André Sequeira, Luís Paulo Santos
VQC-based reinforcement learning with data re-uploading: performance and trainability. Quantum Mach. Intell. 6 (2) (2024)
André Sequeira, Luís Paulo Santos, Luís Soares Barbosa
Policy gradients using variational quantum circuits. Quantum Mach. Intell. 5 (1) (2023)
André Sequeira, Luís Paulo Santos, Luís Soares Barbosa
Variational Quantum Policy Gradients with an Application to Quantum Control. CoRR (2022)
André Sequeira, Luís Paulo Santos, Luís Soares Barbosa
Generalised Quantum Tree Search. Q-SE@ICSE (2021)
André Sequeira, Luís Paulo Santos, Luís Soares Barbosa
Quantum Tree-Based Planning. IEEE Access 9 (2021)