Evolution Strategies as a Scalable Alternative to Reinforcement Learning this blog from: https://blog.openai.com/evolution-strategies/ MARCH 24, 2017 Evolution Strategies as a Scalable Alternative to Reinforcement Learning We’ve discovered that evo…
Deep Reinforcement Learning Papers A list of recent papers regarding deep reinforcement learning. The papers are organized based on manually-defined bookmarks. They are sorted by time to see the recent papers first. Any suggestions and pull requests…
this blog from: https://github.com/LantaoYu/MARL-Papers Paper Collection of Multi-Agent Reinforcement Learning (MARL) This is a collection of research and review papers of multi-agent reinforcement learning (MARL). The sharing principle of these refe…
Evolutionary approaches towards AI: past, present, and future 2019-10-06 07:28:13 This blog is from: https://towardsdatascience.com/evolutionary-approaches-towards-ai-past-present-and-future-b23ccb424e98 Table of Contents Introduction Genetics and na…
resource: Evolutionary computing, A.E.Eiben Outline What is Evolution Strategies Introductory Example Representation Mutation 1. What is Evolution Strategies (ES) Evolution strategies(ES) is another member of the evolutionary algorithm family. ES tec…
Illustrated: Efficient Neural Architecture Search --- Guide on macro and micro search strategies in ENAS 2019-03-27 09:41:07 This blog is copied from: https://towardsdatascience.com/illustrated-efficient-neural-architecture-search-5f7387f9fb6 Designi…
Recurrent Neural Network 2016年07月01日 Deep learning Deep learning 字数:24235 this blog from: http://jxgu.cc/blog/recent-advances-in-RNN.html References Robert Dionne Neural Network Paper Notes Baisc Improvements 20170326 Learning Simpler Language…
@ 目录 概 主要内容 DE/rand/1/bin DE/?/?/? DE/rand/1/exp DE/best/1 DE/best/2 DE/rand/2 超参数的选择 的选择 的选择 的选择 一些连续变体 A B C D E G 一些缺点 代码 Das S, Suganthan P N. Differential Evolution: A Survey of the State-of-the-Art[J]. IEEE Transactions on Evolutionary Computat…
Where can I start with Deep Learning? By Rotek Song, Deep Reinforcement Learning/Robotics/Computer Vision/iOS | 03/01/2017 If you are a newcomer to the Deep Learning area, the first question you may have is “Which paper should I start reading from?…
CVPR2017 paper list Machine Learning 1 Spotlight 1-1A Exclusivity-Consistency Regularized Multi-View Subspace Clustering Xiaojie Guo, Xiaobo Wang, Zhen Lei, Changqing Zhang, Stan Z. Li Borrowing Treasures From the Wealthy: Deep Transfer Learning Thro…
About this Course You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course will show you how. Much of this content has never been…
HOME ABOUT CONTACT SUBSCRIBE VIA RSS DEEP LEARNING FOR ENTERPRISE Distributed Deep Learning, Part 1: An Introduction to Distributed Training of Neural Networks Oct 3, 2016 3:00:00 AM / by Alex Black and Vyacheslav Kokorin Tweet inShare27 This pos…
The Brain as a Universal Learning Machine This article presents an emerging architectural hypothesis of the brain as a biological implementation of a Universal Learning Machine. I present a rough but complete architectural view of how the brain work…
https://msdn.microsoft.com/en-us/library/ff647787.aspx Retired Content This content is outdated and is no longer being maintained. It is provided as a courtesy for individuals who are still using these technologies. This page may contain URLs that we…
https://github.com/onurakpolat/awesome-bigdata A curated list of awesome big data frameworks, resources and other awesomeness. Inspired by awesome-php, awesome-python, awesome-ruby, hadoopecosystemtable & big-data. Your contributions are always welco…
AutoML for Data Augmentation 2019-04-01 09:26:19 This blog is copied from: https://blog.insightdatascience.com/automl-for-data-augmentation-e87cf692c366 DeepAugment is an AutoML tool focusing on data augmentation. It utilizes Bayesian optimization…
Awesome Courses Introduction There is a lot of hidden treasure lying within university pages scattered across the internet. This list is an attempt to bring to light those awesome courses which make their high-quality material i.e. assignments, lect…
Conferences ACM SEACM Southeast Regional Conference ACM Southeast Regional Conference the oldest, continuously running, annual conference of the ACM. ACMSE provides an excellent forum for both faculty and students to present their research in a frien…
ICLR 2013 International Conference on Learning Representations May 02 - 04, 2013, Scottsdale, Arizona, USA ICLR 2013 Workshop Track Accepted for Oral Presentation Zero-Shot Learning Through Cross-Modal Transfer Richard Socher, Milind Ganjoo, Hamsa Sr…
ICLR 2016 - Workshop Track International Conference on Learning Representations May 2 - 4, 2016, Caribe Hilton, San Juan, Puerto Rico Please see the venue website (http://www.iclr.cc/doku.php?id=iclr2016:main) for more information. Submission deadlin…
最近在学深度学习相关的东西,在网上搜集到了一些不错的资料,现在汇总一下: Free Online Books by Yoshua Bengio, Ian Goodfellow and Aaron Courville Neural Networks and Deep Learning42 by Michael Nielsen Deep Learning27 by Microsoft Research Deep Learning Tutorial23 by LISA lab, University…
from: http://www.erogol.com/broad-view-machine-learning-libraries/ http://www.slideshare.net/VincenzoLomonaco/deep-learning-libraries-and-rst-experiments-with-theano FEBRUARY 6, 2014 EREN 1 COMMENT Especially, with the advent of many different and in…
