Jelena Luketina, Nantas Nardelli, Gregory Farquhar, Jakob Foerster, Jacob Andreas...
TL;DR提出了将自然语言理解与强化学习紧密结合的想法,并对现有技术及未来研究方向进行了调研。
Abstract
To be successful in real-world tasks, reinforcement learning (RL) needs to
exploit the compositional, relational, and hierarchical structure of the world,
and learn to transfer it to the task at hand. Recent advances in representation
learning for language make it possible to build mod