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Qijun Li

2 papers indexed

arxivcs.LGcs.AI2026-06-29

Dual-Flow Reinforcement Learning with State-Aware Exploration

Qijun Li, Zheng Fu, Qi Song, Yifei He, Weitao Zhou, Kun Jiang, et al.

In complex continuous-control reinforcement learning tasks, multimodal optimal actions often coincide with uncertain, multimodal return distributions, making reliable value estimation and multimodal exploration challenging. Existing value estimation methods using unimodal Gaussia…

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crossrefFoods2024-08-12Cited by 6

Rapid Color Quality Evaluation of Needle-Shaped Green Tea Using Computer Vision System and Machine Learning Models

Jinsong Li, Qijun Li, Wei Luo, Liang Zeng, Liyong Luo

Color characteristics are a crucial indicator of green tea quality, particularly in needle-shaped green tea, and are predominantly evaluated through subjective sensory analysis. Thus, the necessity arises for an objective, precise, and efficient assessment methodology. In this st…

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