2 papers
cs.LG2026
A Predict-then-Correct Loop Based on Few-Shot Continuous Contextual Bandit for Demand Forecasting
Zhiwei Lei, Benedict Jun Ma, Ilya Jackson
Retail demand forecasting remains difficult when demand shifts faster than static forecasting models can be retrained, especially in early demand cycles where newly observed labels…
cs.RO2026
EffiNav: Fusing Depth and Vision-Language for Efficient Object Goal Navigation
Zecheng Yin, Benedict Jun Ma
To locate a target object while exploring the unknown environment is a fundamental capability for autonomous agents, with applications ranging from search-and-rescue to field robot…