Author: Hang Yu | Suofei Zhang
Email: hangyu5 at illinois.edu | zhangsuofei at njupt.edu.cn
Introduction to CapsuleCapsule can be perceived as an extension of perceptron. A capsule is able in take an tensor as input and output an another tensor. The output tensor is called a pose. The activation of an capsule is usually the norm of a certain dimension of the pose, or it could be generated independently for this pose alone. The activation represents the existence of certain feature. A capsule lay
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IntroductionSince the publication of Playing Atari with Deep Reinforcement Learning, there are six extensions (彩虹🌈) further developed by DeepMind:
Deep Reinforcement Learning with Double Q-learning - 2015
Prioritized Experience Replay - 2015
Dueling Network Architectures for Deep Reinforcement Learning - 2015
Asynchronous Methods for Deep Reinforcement Learning 2016
Noisy Networks for Exploration - 2017
A Distributional Perspective on Reinforcement Learning - 2017
The Oct.6th published articl
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