Deep Reinforcement Learning: Computer Go and Beyond
- 2021-10-04 (Mon.), 10:30 AM
- Auditorium, B1F, Institute of Statistical Science
- The reception will be held at 10:10 at the Lecture Hall, B1F of the Institute of Statistical Science Building
- Prof. I-Chen Wu
- Research Center for Information Technology Innovation, Academia Sinica
Abstract
In this talk, I will focus on Deep Reinforcement Learning (DRL), one of the key AI technologies. Google’s DeepMind developed a Go program, AlphaGo, that defeat the Go champion, which was thought to be not possible to happen within one or two decades. First, review Deep Reinforcement Learning (DRL). Second, classify DRL applications into three types, from board games, video games, to industrial applications. Then, present the prospective researches on DRL in the three types of DRL applications.
Update:2021-11-30 11:40