Contractual Reinforcement Learning: Pulling Arms with Invisible Hands

Jibang Wu, Siyu Chen, Mengdi Wang +2

The agency problem emerges in today's large scale machine learning tasks, where the learners are unable to direct content creation or enforce data collection. In this work, we prop…