Introduction to reinforcement learning :Talk by Akinori Tanaka : AIP math-sci team's seminar

abstract:
I'd like to briefly review mathematical basics of reinforcement learning including the setup, the Markov Decision Process, and three training schemes, value-based algorithm, policy-based algorithm, and hybrid of them so-called actor-critic algorithm.