Natural Evolution Strategies, or NES, are referred to a family of evolution strategies that throughout its generations update a search distribution repeatedly using an estimated gradient of its distribution parameters. ...

Notes on Policy gradient methods. ...

Notes on CMA - Evolution Strategy. ...

(Temporary being stopped) Note III of the measure theory series. Materials are mostly taken from Tao’s book, except for some needed notations extracted from Stein’s book. ...

Notes on using linear models in regression and classification. ...

Note II of the measure theory series. Materials are mostly taken from Tao’s book, except for some needed notations extracted from Stein’s book. ...

Note I of the measure theory series. Materials are mostly taken from Tao’s book, except for some needed notations extracted from Stein’s book. ...