Batch Reinforcement Learning (BRL)

Machine Learning Research

Different Skills From Different Demos: Implicit reinforcement without interaction at scale, explained

Reinforcement learning trains models by trial and error. In batch reinforcement learning (BRL), models learn by observing many demonstrations by a variety of actors. But what if one doctor is handier with a scalpel while another excels at suturing?