Closing the Gap between TD Learning and Supervised Learning -- A Generalisation Point of View

Raj Ghugare, Matthieu Geist, Glen Berseth +1

Some reinforcement learning (RL) algorithms can stitch pieces of experience to solve a task never seen before during training. This oft-sought property is one of the few ways in wh…