Policy Gradient
Notes on Policy gradient methods. ...
Posts
CMA Evolution Strategy
Notes on CMA - Evolution Strategy. ...
Read-through: Measure theory - the Lebesgue integral
(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. ...
Linear Models
Notes on using linear models in regression and classification. ...
Read-through: Measure theory - Lebesgue measure
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. ...
Read-through: Measure theory - Elementary measure, Jordan measure & the Riemann integral
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. ...
Likelihood Ratio Policy Gradient via Importance Sampling
Connection between Likelihood ratio policy gradient method and Importance sampling method. ...