3 papers
cs.LG2026
Context-Aware Error Mitigation Orchestration for Hybrid Quantum Reinforcement Learning on NISQ Systems
Bisma Majid, Shabir Ahmed Sofi, Mir Mohammad Yousuf
Quantum Reinforcement Learning (QRL) integrates reinforcement learning with parameterized quantum circuits and is a promising approach to combinatorial optimization. On Noisy Inter…
cs.LG2026
APGEM: Adaptive Policy-Guided Error Mitigation for Quantum Reinforcement Learning on a Real-World CVRP Case Study
Shabir Ahmad Sofi, Bisma Majid, Mir Mohammad Yousuf
Quantum Reinforcement Learning (QRL) represents policies as variational quantum circuits (VQCs), making it attractive for combinatorial optimization such as the Capacitated Vehicle…
cs.SE2026
Cross-Ecosystem Bug Classification in Quantum Software
Mir Mohammad Yousuf, Shabir Ahmad Sofi, Bisma Majid
Quantum software engineering faces unique challenges due to the interaction of classical and quantum components, which produce complex and often poorly understood bug patterns. Cha…