Lecture 10

VARIANCE REDUCTION IN SGD BY DISTRIBUTED IMPORTANCE SAMPLING Links to an external site., Guillaume Alain, Alex Lamb, Chinnadhurai Sankar, Aaron Courville & Yoshua Bengio, arXiv 1511.06481, 2016

 

PRIORITIZED EXPERIENCE REPLAY Links to an external site. Tom Schaul, John Quan, Ioannis Antonoglou and David Silver, arXiv 1511.05952, 2016

 

Guided Policy Search Links to an external site. Sergey Levine, Vladlen Koltun, JMLR, vol 28, 2013