2 papers
cs.LG2026
A Framework for Designing Reward Functions: From Objectives to Features to Human-Aligned Reward Functions
Di Yang Shi, W. Bradley Knox
We present a formal process to enable non-experts to instantiate and iterate on human-aligned reward functions, i.e. reward functions that adhere to a given preference ordering ove…
cs.LG2026
GUIDE: Reinforcement Learning for Behavioral Action Support in Type 1 Diabetes
Saman Khamesian, Sri Harini Balaji, Di Yang Shi +5
Type 1 Diabetes (T1D) management requires continuous adjustment of insulin and lifestyle behaviors to maintain blood glucose within a safe target range. Although automated insulin…