Cooperative Inverse Reinforcement Learning

A Contextual-Bandit Oversight Game with Two-Sided Informational Asymmetry

This paper introduces a theoretical model for human-AI oversight where both parties hold private information, formalizing trade-offs between trust, communication, and harm avoidance in one-shot and repeated interactions.