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cs.LG2026
Towards Noise-Resilient Quantum Multi-Armed and Stochastic Linear Bandits
Zhuoyue Chen, Kechao Cai
Quantum multi-armed bandits (MAB) and stochastic linear bandits (SLB) have recently attracted significant attention, as their quantum counterparts can achieve quadratic speedups ov…
cs.LG2024
Merit-based Fair Combinatorial Semi-Bandit with Unrestricted Feedback Delays
Ziqun Chen, Kechao Cai, Zhuoyue Chen +2
We study the stochastic combinatorial semi-bandit problem with unrestricted feedback delays under merit-based fairness constraints. This is motivated by applications such as crowds…