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cs.LG2026
TCMScience: An Autonomous Scientist for Traditional Chinese Medicine
Yanlan Kang, Ruiqi Liu, Xinpei Gu +4
Traditional Chinese medicine (TCM) research connects classical texts, medicinal entities, molecular assays, computational predictions, and clinical studies. An autonomous research…
cs.LG2026
IncentRL: The Trade-Off Between Preference Guidance and Task Performance
Xuening Wu, Yanlan Kang, Shenqin Yin
Preference-based reward shaping can guide reinforcement learning, but adding preference signals to the reward may unintentionally change the task being optimized. We address this p…