André Sequeira

12 papers Misc 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Hybrid quantum-classical algorithm for near-optimal planning in POMDPs.
CoRR
Gilberto Cunha, Alexandra Ramôa, André Sequeira, Michael de Oliveira, Luís Soares Barbosa
2024 J jnl
Empowering Credit Scoring Systems with Quantum-Enhanced Machine Learning.
CoRR
Javier Mancilla, André Sequeira, Tomas Tagliani, Francisco Llaneza, Claudio Beiza
2024 J jnl
On Quantum Natural Policy Gradients.
CoRR
André Sequeira, Luís Paulo Santos, Luís Soares Barbosa
2024 Misc conf
Trainability Issues in Quantum Policy Gradients with Softmax Activations.
QCE
André Sequeira, Luís Paulo Santos, Luís Soares Barbosa
2024 J jnl
Trainability issues in quantum policy gradients.
CoRR
André Sequeira, Luís Paulo Santos, Luís Soares Barbosa
2024 J jnl
Trainability issues in quantum policy gradients.
Mach. Learn. Sci. Technol.
André Sequeira, Luís Paulo Santos, Luís Soares Barbosa
2024 J jnl
VQC-Based Reinforcement Learning with Data Re-uploading: Performance and Trainability.
CoRR
Rodrigo Coelho, André Sequeira, Luís Paulo Santos
2024 J jnl
VQC-based reinforcement learning with data re-uploading: performance and trainability.
Quantum Mach. Intell.
Rodrigo Coelho, André Sequeira, Luís Paulo Santos
2023 J jnl
Policy gradients using variational quantum circuits.
Quantum Mach. Intell.
André Sequeira, Luís Paulo Santos, Luís Soares Barbosa
2022 J jnl
Variational Quantum Policy Gradients with an Application to Quantum Control.
CoRR
André Sequeira, Luís Paulo Santos, Luís Soares Barbosa
2021 — conf
Generalised Quantum Tree Search.
Q-SE@ICSE
André Sequeira, Luís Paulo Santos, Luís Soares Barbosa
2021 J jnl
Quantum Tree-Based Planning.
IEEE Access
André Sequeira, Luís Paulo Santos, Luís Soares Barbosa