CabbageCat
CabbageCat
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Kullback–Leibler divergence (KL divergence) intuitions
Kullback-Leibler divergence (KL divergence) intuitions
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Відео

Natural Evolution Strategy (NES) part 1: Evolution gradient; the log-likelihood trick
Переглядів 497Рік тому
This video is heavily inspired by Wierstra, Daan, et al. "Natural evolution strategies." The Journal of Machine Learning Research 15.1 (2014): 949-980. If you found the recap part starting around 1:15 confusing, please check out this video I made earlier (focus on 6:45) ua-cam.com/video/5qCAOyNJROg/v-deo.html
CMA-ES: step size and covariance matrix adaptation
Переглядів 1,1 тис.Рік тому
part 1: ua-cam.com/video/5qCAOyNJROg/v-deo.html part 2: ua-cam.com/video/vWZgFokjON8/v-deo.html
CMA-ES: Sampling and Recombination
Переглядів 1,5 тис.2 роки тому
Link to my blog: szhaovas.github.io/jekyll/update/2022/09/07/cmaes2.html part 1: ua-cam.com/video/5qCAOyNJROg/v-deo.html part 3: ua-cam.com/video/hv2BXzjYeRw/v-deo.html
simple evolution strategy(ES) and covariance adaptation
Переглядів 1,9 тис.2 роки тому
Link to my blog: szhaovas.github.io/jekyll/update/2022/09/06/cmaes.html Link to the Otoro tutorial: blog.otoro.net/2017/10/29/visual-evolution-strategies/ part 2: ua-cam.com/video/vWZgFokjON8/v-deo.html part 3: ua-cam.com/video/hv2BXzjYeRw/v-deo.html