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Rakib Hossain

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#reinforcement learning Open access Sep 2026

QTrust-PPO: Confidence-Aware Finite-Shot Policy Optimization for Variational Quantum Reinforcement Learning

Initial public release of QTrust-PPO. This release contains the implementation notebooks, processed statistical results, figures, and table data for the QTrust-PPO experiments. Included components: Primary three-environment benchmark Confidence and rollback ablations Output-noise robustness experiments VQC depth analys...

Rakib Hossain · 0 citations
#reinforcement learning Open access Sep 2026

QTrust-PPO: Confidence-Aware Finite-Shot Policy Optimization for Variational Quantum Reinforcement Learning

Initial public release of QTrust-PPO. This release contains the implementation notebooks, processed statistical results, figures, and table data for the QTrust-PPO experiments. Included components: Primary three-environment benchmark Confidence and rollback ablations Output-noise robustness experiments VQC depth analys...

Rakib Hossain · 0 citations

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