2 papers
cs.GT2026
Data Sharing and Competition in Learning-by-Deploying Industries: Insights from Robotics and Beyond
Yunjin Tong, Luca-Andrei Manea
Many modern technologies improve through use. Each unit deployed generates data that trains the next generation, so deployment is both production and an investment in a shared lear…
cs.AI2026
A Contextual-Bandit Oversight Game with Two-Sided Informational Asymmetry
Yunjin Tong
We study runtime human oversight of an AI agent when private information runs in both directions: the human privately knows her reward function, while the AI privately knows the qu…