Emergent Mind

Reinforcement Learning Applications

(1908.06973)
Published Aug 19, 2019 in cs.LG and cs.AI

Abstract

We start with a brief introduction to reinforcement learning (RL), about its successful stories, basics, an example, issues, the ICML 2019 Workshop on RL for Real Life, how to use it, study material and an outlook. Then we discuss a selection of RL applications, including recommender systems, computer systems, energy, finance, healthcare, robotics, and transportation.

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