Three kinds of learning: 1.Supervised learning 2. Unsupervised Learning 3. Reinforcement learning Detailed teacher that provides desired output y for
{"Image DocumentName": "Three kinds of learning: Supervised learning", "Image ImageDescription": "2. Unsupervised Learning. 3. Reinforcement learning. Detailed teacher that provides desired output y for a given. input x: training set {x,y} \uf0e0 find appropriate mapping function y=h(x;w) [= W j(x) ] Unlabeled samples are provided from which the system has to. figure out good representations: training set {x} \uf0e0 find sparse basis functions bi so that x=Si ci bi. Delayed feedback from the environment in form of reward/ punishment when reaching state s with action a: reward r(s,a) \uf0e0 find optimal policy a=p (s) Most general learning circumstances.", "Image XResolution": "37", "Image YResolution": "37", "Image ResolutionUnit": "Pixels/Centimeter", "Image Software": "SlidePlayer", "Image YCbCrPositioning": "Centered"}